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124 projects published for past 72 hours.

Job Title	Budget	Published
AI-Based Monochrome Design Platform	3,000 - 5,000 USD	1 hour ago	Client Rank - Medium Payment method verified 1 open job no reviews Registered: Nov 13, 2025 United States 3
1. Core Features AI Auto-Fit & Scaling: Use computer vision to detect the uploaded shape’s boundaries. Automatically scale and position selected clipart or patterns to fit proportionally. Allow manual fine-tuning for advanced users. Clipart & Style Library: Categorized assets: wild animals, floral, scrollwork, western, borders. Vector-based for clean scaling and black-and-white output. Background Options: Solid fills, gradients, or textured patterns (still output in monochrome). Option to invert black/white for engraving or printing purposes. Black & White Output: Final render in high-resolution vector (SVG, EPS) and raster (PNG, JPG). 2. Monetization Model Tokens: Users buy tokens to unlock premium clipart, backgrounds, or higher-res exports. Subscriptions: Monthly plan with unlimited designs, priority rendering, and exclusive assets. Marketplace: Users can list their creations for sale. Revenue split (e.g., 70% creator / 30% platform). Built-in licensing terms for buyers. 3. Tech Stack Suggestion Frontend: React or Vue.js for a smooth, interactive design editor. Backend: Node.js or Python (FastAPI/Django) for AI processing and asset management. AI/Graphics: OpenCV + custom scaling algorithms for shape fitting. TensorFlow/PyTorch for style matching or auto-layout. SVG manipulation libraries for vector precision. Payments: Stripe for subscriptions and token purchases. Marketplace: Integrated with backend for listing, previewing, and selling designs. 4. User Flow Upload shape (SVG, JPG). Choose clipart category & style. AI auto-fits design to shape. Preview in black-and-white. Export or list for sale. Earn from sales or buy more tokens. 5. Extra Engagement Features Community Challenges: Weekly themed design contests. Custom Requests: Buyers can commission creators directly. Watermarked Previews: Protect designs before purchase. Skills: Python, Django, Machine Learning (ML), Node.js, Web Development, Vue.js, Computer Vision, FastAPI Fixed budget: 3,000 - 5,000 USD 1 hour ago Websites, IT & Software, Engineering & Science, Python, Django, Node.js, Web Development, Vue.js, Computer Vision, Machine Learning (ML), FastAPI Open project
AI Engineer – Image Pipeline + Collectible Item Identification MVP (YOLOv8 / CLIP / Vector Search)	not specified	2 hours ago	Client Rank - Excellent Payment method verified $12 411 total spent 18 hires, 5 active 15 jobs posted 100% hire rate, 2 open job 25.96 /hr avg hourly rate paid 198 hours paid 4.43 of 12 reviews Registered: Nov 30, 2016 United States Los Angeles 16:37 5
We’re developing an AI-powered identification system for small collectible items (such as pins, coins, or medallions). The goal is for users to scan or upload a photo of their collectible through an iOS app, and for our backend to automatically clean, enhance, and identify it by matching against a growing dataset of 100K+ known items. This project will be executed in two key phases: 🔻Phase 1 — Image Pipeline (Scan → Clean PNG) Objective: Build a production-grade, GPU-powered image pipeline that processes a user’s uploaded collectible photo in ~1–2 seconds, handling real-world variations and returning a clean, transparent PNG suitable for further identification. Key Tasks: 1. Object Detection • Detect the collectible item within the frame while excluding hands, fingers, reflections, or multiple objects. • Implement a lightweight detector (YOLOv8n or SAM-based model). 2. Background Removal + Segmentation • Use U²-Net or MODNet for background removal. • Include fallback API (Picsart, PhotoRoom, or equivalent) for difficult edge cases. • Ensure accurate segmentation and artifact-free transparency. 3. Cleaning + Enhancement Apply post-processing techniques to improve quality: – Super-resolution – Noise reduction – Exposure correction – Reflection and glare handling – Sharpening and color normalization – White balance correction 4. Standardization: Center the object and output as a 1024×1024 transparent PNG optimized for the next stage of analysis. 5. Edge Case Handling: Handle diverse real-world inputs such as: – No object detected – Multiple overlapping collectibles – Blurry or low-light images – Overexposed or reflective surfaces – Incorrect framing or occlusion Return structured JSON responses for failure modes. Deliverables (Phase 1): • GPU-optimized image pipeline (FastAPI) • Object detection + segmentation model • Background removal + enhancement suite • PNG standardization module • Error handling and structured API output • Load-tested endpoint (50–100 concurrent uploads) 🔻Phase 2 — Item Identification MVP Objective: Deliver a working MVP that identifies a user’s collectible item by matching it against a known dataset (50–100 samples initially) and returning the correct metadata. Key Tasks: 1. Dataset Preparation Normalize dataset from CSV including: – Item image – Name, category, edition, year, and metadata fields 2. Embedding Generation • Use CLIP, SigLIP, or DinoV2 to generate high-quality vector embeddings. • Store embeddings in a vector database (Pinecone, Qdrant, or Weaviate). 3. Matching Logic Upon upload: 1. Process through the image pipeline 2. Generate embedding 3. Perform vector similarity search 4. Return best match with confidence score and metadata 4. Scalability for Large Datasets Prepare system for scaling to 100K+ items: – Clustering for similar items – Confidence threshold tuning – Fallback logic for unknown matches (optional multimodal model) Deliverables (Phase 2): • Embedding-generation module • Vector search logic with scoring • “Identify Item” FastAPI endpoint • Confidence metrics + accuracy tuning • End-to-end MVP trained on small dataset • Integration with Phase 1 pipeline 🔻Tech Stack & Tools • Models: YOLOv8n / SAM-light, U²-Net / MODNet, CLIP / DinoV2 • Frameworks: FastAPI, PyTorch, OpenCV, Pillow • Database: Pinecone / Qdrant / Weaviate • Deployment: GPU-enabled environment (AWS, Lambda, or local CUDA) • Languages: Python 3.10+, REST API integration for iOS app 🔻Ideal Candidate • Strong background in computer vision, object detection, and embedding-based retrieval • Proven experience with CLIP / vector databases / YOLOv8 • Ability to build FastAPI pipelines optimized for performance • Skilled in handling real-world visual imperfections (lighting, reflections, motion blur) • Clear communicator with experience documenting deliverables 🔻Bonus Points • Experience in visual recognition for collectibles, coins, jewelry, or similar objects • Familiarity with image-matching applications or real-time object identification • Understanding of dataset curation, augmentation, and edge-case tuning If you have experience and the bandwidth to take on this project, let's chat and get started! Budget: not specified 2 hours ago Client's recent history (17 works) Jobs in progress (1) ISO Web-Scraper – Akamai Framework, Scalable System Build Oct 2025 - Present 65 hrs @ $25.67/hr Billed: $1,681.25 View more (-4) Continued development for existing iOS Swift project No feedback given Sep 2025 94 hrs @ $21.11/hr Billed: $1,983.99 Swift/SwiftUI Full Stack Developer for iOS Application No feedback given Jul 2025 FIXED $1,210.00 Full-Stack Graphic Designer for Ads, Social Media, and Web Assets To freelancer: 5 To client: 2.85 More communication on your next hire. Oct 2025 - Nov 2025 3 hrs @ $21.50/hr Billed: $53.75 ISO Web-Scraper – Akamai Framework, Scalable System Build To freelancer: 1 Beware of this developer; paid for web-scraper to be built just to be sent a clone of my git repo. Requested for my mone… Beware of this developer; paid for web-scraper to be built just to be sent a clone of my git repo. Requested for my money back but developer has refused payment and has not sent any deliverables. I am currently speaking with Upwork legal regarding this matter and will be taking action against this freelancer for fraud and theft. To client: 1 Be wary of Andrew, he is a fraud, and lair, He asked me for a refund after the work was completed(shown over zoom, and h… Be wary of Andrew, he is a fraud, and lair, He asked me for a refund after the work was completed(shown over zoom, and hosted on server). When I declined , he tried to intimidate me with bad review, banning, and false accusations. Oct 2025 - Oct 2025 FIXED $1,000.00 Backend Engineer for iOS Application (AWS, Python, Devops) No feedback given To client: 5 Sep 2025 - Oct 2025 30 hrs @ $52.84/hr Billed: $1,567.49 Backend Developer – Web Scraper for Reservation Availability Alerts To freelancer: 5 Jaylan is a highly proficient and knowledgeable backend developer with deep expertise in his field. He consistently deli… Jaylan is a highly proficient and knowledgeable backend developer with deep expertise in his field. He consistently delivers solutions with precision and professionalism, making collaboration smooth and effective. I would gladly recommend him for any backend development project and will continue to utilize his services! To client: 5 I highly recommend him. It is a very good experience for me. I learned a lot from him. Jun 2025 - Sep 2025 FIXED $1,355.00 iOS Swift/SwiftUI Development for Edits to Existing App To freelancer: 5 To client: 5 Apr 2025 - Jun 2025 6 hrs @ $17.42/hr Billed: $104.49 iOS Swift/SwiftUI Development for Edits to Existing App To freelancer: 5 Apr 2025 - Apr 2025 FIXED $181.50 iOS Swift/SwiftUI Development for Edits to Existing App To freelancer: 5 To client: 5 Apr 2025 - Apr 2025 FIXED $50.00 iOS Swift/SwiftUI Development for Edits to Existing App To freelancer: 5 To client: 5 Mar 2025 - Mar 2025 FIXED $150.00 iOS Swift/SwiftUI Development for Edits to Existing App To freelancer: 5 Mar 2025 - Mar 2025 FIXED $50.00 Swift/SwiftUI iOS Developer Needed for Photo Cleaning App To freelancer: 5 To client: 5 Andrew is a really friendly, highly responsive, and professional client. He did everything he could to make the developm… Andrew is a really friendly, highly responsive, and professional client. He did everything he could to make the development process easy. I will definitely work with him again. Feb 2025 - Mar 2025 FIXED $750.00 Front-End [Continued] + Logic Development/Debug (Swift/SwiftUI) No feedback given To client: 5 Nov 2024 - Dec 2024 FIXED $300.00 Transform Figma Design into Functional iOS App with Swift/SwiftUI To freelancer: 5 To client: 5 Nov 2024 - Dec 2024 FIXED $500.00 Front-End [Continued] + Logic Development/Debug (Swift/SwiftUI) To freelancer: 5 Tam is an overall full stack developer that has been able to handle all issues that have come up with our legacy code; w… Tam is an overall full stack developer that has been able to handle all issues that have come up with our legacy code; will be continuing to utilize Tam for this project and more to come. To client: 5 Oct 2024 - Nov 2024 FIXED $500.00 Front-End iOS Developer (Swift/SwiftUI/UIKit) To freelancer: 5 Developer was hired to takeover an existing project. Tam is very professional and knowledgable; an absolute leader in hi… Developer was hired to takeover an existing project. Tam is very professional and knowledgable; an absolute leader in his field. To client: 5 I had a great experience working, Thank you for the job. Oct 2024 - Oct 2024 FIXED $400.00 View more (14) Data Science & Analytics, AI & Machine Learning Open project
Review the application code and fix potential problems	not specified	2 hours ago	Client Rank - Medium Payment method verified Phone number verified $170 total spent 3 hires 4 jobs posted 75% hire rate, 1 open job 5.00 of 3 reviews Industry: Tech & IT Individual client Registered: Aug 8, 2025 Saudi Arabia Madinah 22:37 3
I have a flutter framed application Bungee C++ library engine that is currently available and almost complete for Android. The application is essentially a drum rhythm player in audio format WAV It is downloaded from a server with some additional features Budget: not specified 2 hours ago Client's recent history (3 works) Professional Landing Page Design for App To freelancer: 5 Working with Maroof Subhani was an absolutely fantastic experience. I needed to redesign a landing page for my applicati… Working with Maroof Subhani was an absolutely fantastic experience. I needed to redesign a landing page for my application, and he went above and beyond my expectations. From the start, he was highly cooperative and quick to understand the requirements. What truly impressed me was his professional suggestion to use React, which made a significant difference in performance and quality. Highlights: Quality of Work: The design he delivered was professional and innovative, with amazing creative touches I hadn't anticipated. Professionalism & Expertise: He demonstrated high technical expertise and the ability to provide smart solutions. Communication: Communication was smooth and excellent throughout the project. Commitment: He completed the work on time and to the highest possible standard. I am extremely pleased with the final result and highly recommend him to anyone looking for a talented and professional developer. I will definitely be working with him on future projects To client: 5 Working with sami was an absolute pleasure. your clear communication and trust made everything smooth. I’d be more than … Working with sami was an absolute pleasure. your clear communication and trust made everything smooth. I’d be more than happy to work with you again on future projects 😊 Oct 2025 - Oct 2025 FIXED $38.82 Android developer needed to fix Java & C++ project bugs To freelancer: 5 Thank you for the great work A highly professional and skilled freelancer very cooperative, understanding, and clearly k… Thank you for the great work A highly professional and skilled freelancer very cooperative, understanding, and clearly knows his work well. Completed the task accurately and on time Highly recommended To client: 5 It was good to work with Sami. Looking forward to working with you again! Aug 2025 - Sep 2025 FIXED $90.00 Title: Refactor Local Audio Player into Foreground Service (Kotlin + C++) To freelancer: 5 A highly professional and cooperative freelancer with deep understanding and excellent execution. I strongly recommend w… A highly professional and cooperative freelancer with deep understanding and excellent execution. I strongly recommend working with him for anyone seeking quality and precision To client: 5 Great client — clear on requirements, easy to work with, and very cooperative. Would happily work together again. Aug 2025 - Aug 2025 FIXED $81.43 View more (1) Web, Mobile & Software Dev, Desktop Application Development Open project
ChainLit help	not specified	3 hours ago	Client Rank - Risky Payment method not verified Phone number verified 1 open job no reviews Registered: Jun 29, 2022 United States 16:37 1
I need help in building a ChatBot that can answer questions using ChainLit + local memory based on files, urls provided. Budget: not specified 3 hours ago Data Science & Analytics, AI & Machine Learning Open project
Enhance Blurry CCTV Plate	~334 - 1,001 USD	6 hours ago	Client Rank - Risky Payment method not verified 1 open job no reviews Registered: Dec 5, 2025 United Kingdom 1
A neighbour’s security camera caught the HGV that wrote off my son’s car, but the number plate is too blurred to read. I have the original footage and I only know the truck’s make, not its model or registration, so I need the clip professionally enhanced with a clear focus on pulling the licence plate out of the frames. Please apply your preferred forensic-video tools—DaVinci Resolve, Adobe After Effects, OpenCV, whatever works best—to isolate, sharpen and stabilise the key moments. If multiple techniques are needed (frame stacking, AI upscaling, motion de-blur, etc.), that’s fine as long as the end result gives me a usable still image or short clip where the characters on the plate are legible. Deliverables • Enhanced video in its original resolution and format (plus any intermediary file you think helpful) • A high-resolution still image of the licence plate • Brief summary of the methods used, for chain-of-evidence purposes if insurance or police request it I can upload the raw footage immediately and will respond quickly to any follow-up questions about lighting conditions or camera specs. Skills: Video Services, After Effects, Videography, Video Production, Video Editing, OpenCV, Video Processing, DaVinci Resolve Fixed budget: 250 - 750 GBP 6 hours ago Websites, IT & Software, Design, Media & Architecture, Engineering & Science, OpenCV, Video Services, After Effects, Videography, Video Production, Video Editing, Video Processing, DaVinci Resolve Open project
AI Workflow Engineer (ComfyUI + Python) for Automated Image Processing Pipeline	19 - 30 USD / hr	7 hours ago	Client Rank - Risky Payment method not verified Phone number verified 1 open job no reviews Industry: Sales & Marketing Company size: 2 Registered: Sep 9, 2024 Poland 20:37 1
Description: We need an AI/ML specialist to build a fully automated ComfyUI workflow for product image processing. The goal: generate clean catalog-style images of inflatable products. Pipeline Requirements: Automatic object segmentation – using SAM / SAM2 / GroundingDINO Place product on white background – pure #FFFFFF + soft realistic shadow Add human figure (175 cm) automatically – scale calculated from product height (from Excel/CSV) – consistent placement next to object Scaling logic – detect object height in pixels (mask/BBox) – convert meters → pixels Batch processing support – whole folder in → processed folder out Export – PNG/JPG, file naming based on SKU Required Skills: Expert in ComfyUI (must have proven workflows) Strong Python skills (PyTorch, OpenCV, PIL, NumPy) Experience with image segmentation models Ability to create custom nodes / math logic in ComfyUI Experience in automated image composition (shadows, overlays, alpha) We provide: Sample images 175 cm PNG human figure Excel with product dimensions Visual examples Deliverables: Fully working ComfyUI workflow Batch automation Short usage documentation (README) Project type: Fixed price, one-time project with possible long-term cooperation. Hourly rate: 19 - 30 USD 7 hours ago Data Science & Analytics, AI & Machine Learning Open project
Multi-Platform Facial Liveness Setup	~873 - 1,747 USD	8 hours ago	Client Rank - Risky Payment method not verified no reviews Registered: Aug 15, 2024 Italy 1
I am building an authentication flow that hinges on reliable facial liveness detection. The goal is an end-to-end infrastructure that blends passive analysis with active user prompts (blink, slight head turn, etc.) and runs smoothly on mobile phones, desktop computers, and tablets. What I need developed includes: • Client-side capture modules for iOS, Android, and modern browsers that record short video bursts, trigger lightweight passive checks, and—when required—ask the user to perform a quick action for active verification. • A scalable backend (Docker or Kubernetes preferred) hosting the inference models. OpenCV, TensorFlow, PyTorch, or comparable frameworks are fine as long as you can justify accuracy and latency numbers. • A simple REST or gRPC interface so my existing services can submit video frames and receive a pass / fail score with confidence values. • Documentation and a small test harness that prove the system works across the three device classes above. Acceptance criteria 1. False-accept and false-reject rates clearly reported on a provided test set. 2. End-to-end verification time under three seconds on a mid-range mobile phone over 4G. 3. Clean build scripts / container files so I can spin the stack up on my own servers. If you have experience shipping facial liveness products—especially hybrid passive-active approaches—and can demonstrate robust cross-device performance, let’s talk. Skills: PHP, JavaScript, Python, C++ Programming, Docker, OpenCV, Video Processing, Kubernetes, Computer Vision, REST API Fixed budget: 750 - 1,500 EUR 8 hours ago Websites, IT & Software, Mobile Phones & Computing, Design, Media & Architecture, Engineering & Science, Python, C++ Programming, Docker, OpenCV, Kubernetes, Computer Vision, Video Processing, REST API Open project
Handwritten Template Scanner PDF App	300 USD	9 hours ago	Client Rank - Risky Payment method not verified Phone number verified 1 jobs posted 2 open job no reviews Registered: Dec 4, 2025 South Africa 21:37 1
I’m building an Android application that lets users capture four pre-defined handwritten document formats—letters, invoices, receipts, plus one internal template I’ll supply—straight from the phone camera. The app must detect handwriting clearly, auto-crop, correct perspective, enhance contrast, and then bundle the pages into a single, high-resolution PDF. After conversion, the user is taken to a professional, sleek review screen where they can flip through each page, rearrange order, rotate, or re-crop before they tap “Share.” A built-in intent should pass the PDF directly to WhatsApp so the file arrives in chat without the user leaving the app. Key expectations • Kotlin-based Android project that targets the latest stable SDK • CameraX (or equivalent) for live capture with edge detection • On-device processing—no external servers—using OpenCV or ML Kit for handwriting-oriented enhancement • PDF assembly with correct page sizes and metadata • Smooth WhatsApp share flow via Android Sharesheet • Clean, intuitive UI that matches Material-3 guidelines in a dark & light theme When you deliver, I’ll need the full Android Studio source, a signed APK for testing, and brief setup notes so I can run the project locally. Fixed budget: 300 USD 9 hours ago Web, Mobile & Software Dev, Mobile Development Open project
Handwritten Scanner PDF App	~17 - 139 USD	11 hours ago	Client Rank - Risky Payment method not verified 2 open job no reviews Registered: Nov 25, 2025 India 1
I’m building an Android application that lets users capture four pre-defined handwritten document formats—letters, invoices, receipts, plus one internal template I’ll supply—straight from the phone camera. The app must detect handwriting clearly, auto-crop, correct perspective, enhance contrast, and then bundle the pages into a single, high-resolution PDF. After conversion, the user is taken to a professional, sleek review screen where they can flip through each page, rearrange order, rotate, or re-crop before they tap “Share.” A built-in intent should pass the PDF directly to WhatsApp so the file arrives in chat without the user leaving the app. Key expectations • Kotlin-based Android project that targets the latest stable SDK • CameraX (or equivalent) for live capture with edge detection • On-device processing—no external servers—using OpenCV or ML Kit for handwriting-oriented enhancement • PDF assembly with correct page sizes and metadata • Smooth WhatsApp share flow via Android Sharesheet • Clean, intuitive UI that matches Material-3 guidelines in a dark & light theme When you deliver, I’ll need the full Android Studio source, a signed APK for testing, and brief setup notes so I can run the project locally. Skills: Java, Mobile App Development, Android, Software Architecture, Image Processing, Kotlin, OpenCV, Android Studio Fixed budget: 1,500 - 12,500 INR 11 hours ago Websites, IT & Software, Mobile Phones & Computing, Design, Media & Architecture, Business, Accounting, Human Resources & Legal, Software Architecture, OpenCV, Image Processing, Mobile App Development, Android, Kotlin, Android Studio Open project
Skilled AI/ML Engineer Needed for Innovative Project	350 USD	14 hours ago	Client Rank - Medium Payment method verified Phone number verified 1 open job Industry: Engineering & Architecture Individual client Pakistan Islamabad 22:37 3
We are looking for a skilled AI/ML Engineer to work on a new project. The ideal candidate must have strong experience with computer vision, model training, and real‑time detection systems, along with the ability to integrate AI models into mobile applications. Requirements: Strong understanding of ML algorithms & deep learning Experience with real‑time image/video processing Ability to build, train, and optimize ML models Experience with tools like TensorFlow / PyTorch / OpenCV / Roboflow Ability to work collaboratively and deliver on time Note: Project details will be shared privately during the interview, after initial screening. Fixed budget: 350 USD 14 hours ago Data Science & Analytics, AI & Machine Learning Open project
Software Engineer \| RTSP/WebRTC/FFmpeg/Edge AI & CCTV Solutions	15 - 40 USD / hr	15 hours ago	Client Rank - Medium Payment method verified Phone number verified 1 open job no reviews Registered: Jan 9, 2023 United States Ocala 14:37 3
I’m looking for a full-stack engineer who specializes in real-time video pipelines, mobile development, and high-performance web applications. This role will lead the application layer of my project —the dashboard, mobile app, Creator Studio, livestreaming integrations, and the entire user-facing experience. You should be comfortable working with WebRTC, FFmpeg, RTMP/HLS, low-latency media processing, and integrating AI-driven avatar and voice pipelines built by our AI architect. If you can bridge AI video systems with clean, scalable React/Next.js frontends and production-ready iOS/Android mobile apps, you’ll be a perfect fit. The ideal candidate is someone who can take Figma designs and turn them into seamless, real-time, high-impact user experiences. Hourly rate: 15 - 40 USD 15 hours ago Web, Mobile & Software Dev, Web Development Open project
Football Auto-Tracking Pole Camera	~22 - 56 USD	1 day ago	Client Rank - Risky Payment method not verified 1 open job no reviews Registered: Dec 4, 2025 India 1
I need a complete camera solution that can sit on a fixed pole beside a 6-a-side turf and automatically keep the football centred in the frame at all times. I am counting on image-recognition tracking, not GPS or external sensors, to find the ball and drive a pair of smooth, low-latency servos that pan and tilt the lens. The system must offer both live streaming for spectators and coaches and simultaneous high-quality recording for later analysis. A single operator-free setup is the goal: once the match starts, the camera should lock on, follow play end-to-end, and store the full session without further input. Key deliverables • Hardware specification and wiring diagram, including recommended servos, camera module, processing unit (e.g., Jetson, Raspberry Pi + accelerator, or similar) and stabilised power. • Image-recognition tracking software with an interface that lets me tweak sensitivity, ball size/colour thresholds, and servo speed limits. • Streaming and recording pipeline (RTMP, HLS, or comparable) with clear instructions for routing the live feed to YouTube or a local screen while storing 1080p or better footage on-device. • Demo video from a real or simulated 6-a-side scenario proving that the ball stays near dead-centre during rapid direction changes. • Setup guide so I can mount the unit on any suitable pole beside a pitch and reproduce your results. I’ll test by running a full 10-minute game: if the ball drifts out of centre for more than two seconds, or the stream drops frames, revisions will be required. Let me know which frameworks (OpenCV, YOLO, TensorRT, etc.) you plan to use; I’m happy to consider alternatives as long as they achieve smooth, real-time performance. Skills: OpenCV, Computer Vision, Deep Learning, Image Recognition, AI Model Development, AI Mobile App Development, YOLO, AI Development Fixed budget: 2,000 - 5,000 INR 1 day ago Websites, IT & Software, Engineering & Science, OpenCV, Computer Vision, Editing, Deep Learning, Image Recognition, AI Model Development, AI Mobile App Development, YOLO, AI Development Open project
Python Image Processing Automation	~14 - 21 USD / hr	1 day ago	Client Rank - Medium Payment method verified 1 open job no reviews Registered: Dec 4, 2025 Germany 3
Mein Ziel ist es, die gesamte Verarbeitungskette für eine wachsende Sammlung von Bilddateien zu automatisieren und die Ausgabebilder aus jeweils 5 Einzelbildern im gleichen Aufbau zusammenzusetzen. Der Schwerpunkt des Projekts liegt auf Automatisierung, insbesondere Datenverarbeitung, wobei es sich bei den Daten ausschließlich um Bilddaten (teilweise als Hyperlink) handelt. Ich benötige eine saubere, gut strukturierte Python 3-Lösung, die folgende Aufgaben erfüllen kann: • mehrere Eingabeordner scannen, • gängige Formate (JPEG, PNG, TIFF) und optional RAW lesen, - Einzelbilder nach einer vorgegebenen Ornderlogik zu jeweils einem Endbild zusammenzutragen • konfigurierbare Operationen wie Größenänderung, Formatkonvertierung, grundlegende Verbesserung oder Erweiterung anwenden, • Metadaten extrahieren oder einbetten, sofern verfügbar, und • die verarbeitete Ausgabe in eine gespiegelte Ordnerstruktur schreiben, während jeder Schritt protokolliert und eine übersichtliche CSV/JSON-Zusammenfassung erstellt wird. Bitte verwenden Sie gängige, aktiv gepflegte Bibliotheken – OpenCV, Pillow, NumPy und Pandas eignen sich perfekt –, damit die Umgebung mit einer kurzen requirements.txt leicht reproduzierbar bleibt. Ergebnisse 1. Ein modulares Python-Skript (oder kleines Paket) mit Inline-Docstrings und Kommentaren. 2. Eine kurze README-Datei, die die Einrichtung, den Befehlszeilen-Einstiegspunkt und die wichtigsten Parameter erklärt. 3. Ein Beispiellauf mit den von mir bereitgestellten Bildern, um zu überprüfen, ob das Skript ohne Fehler ausgeführt wird, die erwarteten Ordner und die Zusammenfassungsdatei erstellt und beschädigte Dateien ordnungsgemäß überspringt. Akzeptanzkriterien: Das Skript muss mit einem einzigen Befehl ausgeführt werden können, den bereitgestellten Testsatz in angemessener Zeit abschließen und ein übersichtliches Protokoll hinterlassen, aus dem die erfolgreichen und die übersprungenen Elemente hervorgehen. Ich werde zu Beginn des Projekts einen Ordner mit repräsentativen Bildern und den gewünschten Ausgabespezifikationen bereitstellen. Wenn etwas im oben beschriebenen Arbeitsablauf geklärt werden muss, lassen Sie es mich einfach wissen, dann können wir die letzten Details gemeinsam festlegen. My goal is to automate the entire processing chain for a growing collection of image files and to assemble the output images from 5 individual images in the same structure. The focus of the project is on automation, especially data processing, whereby the data consists exclusively of image data (partly as hyperlinks). I need a clean, well-structured Python 3 solution that can perform the following tasks: • Scan multiple input folders, • Read common formats (JPEG, PNG, TIFF) and optionally RAW, - Compile individual images into a final image according to a specified folder logic • Apply configurable operations such as resizing, format conversion, basic enhancement, or extension, • Extract or embed metadata, if available, and • Write the processed output to a mirrored folder structure, while logging each step and creating a clear CSV/JSON summary. Please use common, actively maintained libraries—OpenCV, Pillow, NumPy, and Pandas are perfect—so that the environment remains easily reproducible with a short requirements.txt. Results 1. A modular Python script (or small package) with inline docstrings and comments. 2. A short README file explaining the setup, command line entry point, and key parameters. 3. A sample run using the images I provided to verify that the script runs without errors, creates the expected folders and summary file, and skips corrupted files properly. Acceptance criteria: The script must be executable with a single command, complete the provided test set in a reasonable amount of time, and leave a clear log showing the successful and skipped items. I will provide a folder with representative images and the desired output specifications at the beginning of the project. If anything in the workflow described above needs clarification, just let me know and we can work out the final details together. Skills: Python, Data Processing, Web Scraping, Software Architecture, JSON, Image Processing, OpenCV, NumPy, Automation, Pandas Hourly rate: 12 - 18 EUR 1 day ago Websites, IT & Software, Design, Media & Architecture, Data Entry & Admin, Python, Web Scraping, Software Architecture, JSON, OpenCV, NumPy, Image Processing, Data Processing, Automation, Pandas Open project
Windows Document Image Cleanup Tool	~17 - 139 USD	1 day ago	Client Rank - Risky Payment method not verified 1 open job no reviews Registered: May 21, 2020 India 1
I need a self-contained Windows desktop application that can take a batch of scanned pages—often a mix of text, graphics, and photos—run them through a full cleanup pipeline, and return crisp, deskewed files in either JPG or TIFF. Core workflow I have in mind 1. Import: drag-and-drop or folder selection for multipage scans. 2. Processing: automatic noise removal, realignment/deskew, intelligent auto-crop that detects page edges, contrast enhancement, and background smoothing so mixed content looks clear and uniform. 3. Export: save each processed page individually or as a sequence, letting me choose JPG or TIFF on the fly. Technical notes • Must run natively on modern Windows 10/11 without external dependencies; a single installer or portable EXE is fine. • I’m comfortable if you build in C#, C++ or Python so long as the final app is standalone. OpenCV, .NET, or similar imaging libraries are welcome. • UI can stay simple—a preview pane and a few buttons are all I need—but processing speed should be optimized for batches of 50–100 pages. Acceptance criteria • A compiled executable that launches on a clean Windows machine. • Sample before/after set showing visible quality improvement on mixed-content scans. • Source code and brief README so I can rebuild later if needed. Let me know which framework you prefer and any further questions about the image pipeline. Skills: Windows Desktop, C# Programming, C++ Programming, Software Development, Image Processing, Desktop Application Fixed budget: 1,500 - 12,500 INR 1 day ago Websites, IT & Software, Design, Media & Architecture, Windows Desktop, C# Programming, C++ Programming, Software Development, Image Processing, Desktop Application Open project
High Accuracy & Realtime Portable Vision AI Solution for Objects and People	not specified	1 day ago	Client Rank - Excellent Payment method verified $51 152 total spent 31 hires, 5 active 85 jobs posted 36% hire rate, 4 open job 30.02 /hr avg hourly rate paid 1 299 hours paid 5.00 of 23 reviews Company size: 10 Registered: Dec 27, 2017 Australia Point Cook 06:37 5
Vision AI Edge Solution required robust training, pipeline architecture and realtime enrichment of video streams. High accuracy, performance efficiency, portability, speed and robustness is hghly critical for this proejct. Only CV engineers with over 8 years experience need apply. Budget: not specified 1 day ago Client's recent history (26 works) Jobs in progress (3) YOLO Vehicle Detection Model Development Jan 2025 - Present Product Design for an intelligent alarm system Dec 2024 - Present PCB Design for WiFi Speaker with Microphone Integration Oct 2024 - Present View more (-2) Initial Dev - Product Firmware Design for WiFi Speaker with Microphone Integration No feedback given Dec 2024 Secureprotect Smart Home App No feedback given Nov 2024 1,275 hrs @ $31.65/hr Billed: $40,364.52 Elegant & Simple UX Mobile Wireframe Design & Functional Prototype No feedback given To client: 5 Temi is a great client. Working with him was a pleasure. I would love to support him whenever he needs Nov 2024 - Mar 2025 13 hrs @ $28.93/hr Billed: $361.57 YOLO Vehicle Detection Model Development To freelancer: 5 Working with Diego has been an absolute pleasure! He delivered incredible improvements to our parcel detection model, si… Working with Diego has been an absolute pleasure! He delivered incredible improvements to our parcel detection model, significantly enhancing its accuracy, metadata richness, and overall performance. His deep expertise in AI and machine learning is matched only by his commitment to excellence. What truly sets Diego apart is his personality and approach. He is graceful, empathetic, and a great listener, taking the time to truly understand the project's needs and challenges. His ability to balance technical brilliance with clear communication made the entire process seamless and enjoyable. Diego is not just talented—he’s also deeply committed to delivering exceptional results. If you're looking for someone who combines technical mastery with a collaborative and human-centered approach, Diego is the person you need on your team. I cannot recommend him highly enough and look forward to working with him again in the future! To client: 5 Topsy is great! Very communicative and understanding. Jan 2025 - Jan 2025 FIXED $360.00 Build a quantized near-real time, highly accurate Vehicle Status AI into a LPR database & docker To freelancer: 5 To client: 5 Dec 2024 - Jan 2025 FIXED $5.00 Seeking a talented AI Engineer for Vehicle Position Detection Model Enhancement and Integration. To freelancer: 5 Oct 2024 - Jan 2025 2 hrs @ $44.95/hr Billed: $89.89 Build a quantized near-real time, highly accurate Vehicle Status AI into a LPR database & docker No feedback given To client: 5 Dec 2024 - Dec 2024 Elegant & Simple UX Mobile Wireframe Design & Functional Prototype To freelancer: 5 Syed Hasam has once again shown he is amster of his craft. His UX Design adn prototypes for our application is so clutte… Syed Hasam has once again shown he is amster of his craft. His UX Design adn prototypes for our application is so clutter-free, elegant, easy to navigate and just a work of art. Syed Hassan is not just your average UX Designer - he is, in my opinion, a genius artist birthed in the skilled form of a UX/UID Designer. Higly recommended. To client: 5 Loved working with Temi. Hope to work with him again. Sep 2024 - Nov 2024 FIXED $1,000.00 Talented Machine Learning/Computer Vision Engineer for Loitering Detection AI. To freelancer: 5 Sabeeh has once again showed immense competence and talent. I genuinely think he is one of the finest in his field, and … Sabeeh has once again showed immense competence and talent. I genuinely think he is one of the finest in his field, and he comes highly recommended. Thanks for all your effort and great outcomes. To client: 5 Great experience working with. Would love to work again in future. Best of luck Sep 2024 - Nov 2024 FIXED $1,200.00 Face Recognition Model Optimisation & Integration with MQTT and Database To freelancer: 5 Very talented Engineer. The outcome of the project was just great. Highly recommended. To client: 5 Amazing client. Topsy is a very good guy you can trust and rely on. Great experience with him. Jul 2024 - Sep 2024 FIXED $1,171.00 Talented Machine Learning/Computer Vision Engineer for Loitering Detection AI. To freelancer: 5 Sabeeh is not just a talented Machine Learning & Vision AI Engineer; he is a true gem in this field. In my experience wo… Sabeeh is not just a talented Machine Learning & Vision AI Engineer; he is a true gem in this field. In my experience working with countless experts, Sabeeh stands out as simply the best. His meticulous attention to detail, combined with his remarkable patience and exceptional listening skills, sets him apart. Every challenge we’ve thrown his way has been met with not just a solution, but an extraordinary one. Sabeeh’s dedication to delivering high-quality results, no matter how complex the task, is truly inspiring. It’s rare to find someone so passionate and skilled, and I wholeheartedly recommend Sabeeh to anyone looking to create visionary AI solutions. To client: 5 Working with Topsy was a great experience. The project requirements were clear, and communication was smooth throughout.… Working with Topsy was a great experience. The project requirements were clear, and communication was smooth throughout. He was very proactive and responsive throughout the project and provided all the necessary details whenever needed. I'm pleased with the successful delivery of the loitering detection system, and I look forward to collaborating on future projects together. Aug 2024 - Sep 2024 FIXED $1,100.00 UI/UX Designer for Intelligent Security Camera Dashboard To freelancer: 5 Syed is an immesnely talented UX Designer with great attention to design details. We tasked Syed to a brief that include… Syed is an immesnely talented UX Designer with great attention to design details. We tasked Syed to a brief that included thinking outside the box for the design of a video-streaming interface. Syed brought a professional outloook, deep skill and admirable patience that, frankly, we havent experienced from any other UX Designer that we have hired in the past. Syed thought through the entire process from Design Thinking, Customer Journey envisioning and the actual UX prototypes - which are just stunning, with the right colour palettes and an elegant design overall. In my opinion, Syed isnt just a talented UX Designer, he is an artist with an eye for detail, curiousity that drives the right outcome and a graceful person. Very professional, and judging by the outcome of our work - we are glad we chose him to design our UI. We will be reaching out to him again to help with another project. Thank you, Syed! To client: 5 Jul 2024 - Aug 2024 FIXED $200.00 YOLOx-tiny Module Integration with Frigate NVR To freelancer: 3.95 To client: 5 Thankyou. Jun 2024 - Jul 2024 8 hrs @ $10.58/hr Billed: $84.61 Integrate AWS Kinesis WebRTC Video streaming into existing iOS mobile app To freelancer: 5 Jul 2021 - Oct 2022 FIXED $984.00 Design IoT Security Camera No feedback given To client: 5 Oct 2020 - Sep 2021 FIXED $300.00 Review PCB Layout design for IoT device No feedback given To client: 5 Great client, we have had a great time working together, and I hope to have the next cooperation. Feb 2021 - May 2021 FIXED $260.00 Design UX wireframes for CCTV mobile app To freelancer: 5 Rudy is an incredibly talented and detail-oriented UX Designer. His Design-thought approach to our project was really im… Rudy is an incredibly talented and detail-oriented UX Designer. His Design-thought approach to our project was really impressive, and he delivered a UX prototype that was both stunning and easy to use. Highly recommended and will certainly engage Rudy again in the future. To client: 5 love work with Temy, great client Dec 2020 - Jan 2021 FIXED $500.00 3D design of smart IoT product To freelancer: 5 To client: 5 Very god communication. Great client to work with May 2018 - Sep 2020 FIXED $350.00 Review schematics & Layout design of WiFi Doorbell & Chime device No feedback given To client: 5 Work was clearly defined and communication was quick and responsive. Nov 2018 - Jan 2019 2 hrs @ $98.00/hr Billed: $196.00 Design PCB Layout, Gerber & BoM for Wi-Fi Enabled Chime Device. To freelancer: 5 Once again Yeni has proven to be a really experienced and diligent engineer, with great attention to detail too. The qua… Once again Yeni has proven to be a really experienced and diligent engineer, with great attention to detail too. The quality of design deliverable was amazing. happy to engage Yeni on future projects. To client: 5 Temi and his team Tammy and Dayo are really practical to work for and I am really thankful for their support during my w… Temi and his team Tammy and Dayo are really practical to work for and I am really thankful for their support during my work. Really cool!!! I will work for them again in the future. Thank you Temi, Tammy, Dayo-------- I am so happy to meet you. Sep 2018 - Sep 2018 FIXED $260.00 Develop Detailed PCB Layout for IoT Doorbell To freelancer: 5 Yeni's quality of work is exceptional. Her attention to detail, and ability to deliver is unparalleled. She is a brillia… Yeni's quality of work is exceptional. Her attention to detail, and ability to deliver is unparalleled. She is a brilliant engineer, and we are certainly hoping to engage her immediately on another project. I guess she's left a good impression on our team. Highly recommended resource! To client: 5 The team is very passionate and gives clear requirement. I will work with them again. Aug 2018 - Sep 2018 FIXED $600.00 Business Plan To freelancer: 5 Very quick and happy to make adjustment when needed To client: 5 May 2018 - Jun 2018 FIXED $320.00 Minimalist Wordpress HTML 5 website Design To freelancer: 5 Great work. Great personality, Great attention to detail.Highly recommended. To client: 5 It was a nice experience. Highly recommended. Apr 2018 - May 2018 HOURLY $300.00 View more (21) Data Science & Analytics, AI & Machine Learning Open project
Machine Learning Engineer for Image Style Transfer Project	19 - 40 USD / hr	1 day ago	Client Rank - Risky Payment method not verified Phone number verified 1 open job United States 13:37 1
We are seeking a skilled Machine Learning Engineer with expertise in Vision/Image Style Transfer or Image Processing/Computer Vision to develop innovative software solutions. The ideal candidate will have experience in designing, implementing, and optimizing machine learning models specifically for image processing tasks. You will work closely with our team to translate project requirements into effective algorithms and enhance user experience through sophisticated visual effects. Client's questions: How would you extract the aesthetic of one image and apply it consistently to a batch of other images, especially when the lighting varies? Describe your recent experience with similar projects Hourly rate: 19 - 40 USD 1 day ago Data Science & Analytics, AI & Machine Learning Open project
Display from 3 camera	not specified	1 day ago	Client Rank - Medium Payment method verified Phone number verified 1 open job no reviews Registered: Apr 4, 2024 Italy 20:37 3
I'm looking for a solution to display vision from 3 cameras symultaneously into a single display shaped like a rear view mirror. Hardware still needs to be decided Budget: not specified 1 day ago Data Science & Analytics, AI & Machine Learning Open project
AI Developer for Next-Gen Video Editing	3 - 5 USD / hr	1 day ago	Client Rank - Excellent Payment method verified Phone number verified $28 185 total spent 42 hires, 16 active 221 jobs posted 19% hire rate, 7 open job 6.13 /hr avg hourly rate paid 3 701 hours paid 4.90 of 30 reviews Industry: Real Estate Company size: 10 Registered: Jul 29, 2020 United States Maricopa 12:37 5
We’re building the future of video editing and we need a developer who lives and breathes AI, machine learning, and creative automation. You’ll help us create tools that understand video context, cut intelligently, enhance visuals, and make editing almost effortless. If you’ve ever thought, “I could make that faster with AI,” this role is for you. Your Work: Develop and train AI models for video analysis, scene detection, and content enhancement Automate editing features like trimming, subtitles, and motion tracking Integrate ML tools into real editing workflows and platforms Experiment with generative video tech (text-to-video, motion synthesis, and more) Collaborate with a small, creative team that moves fast Your Skills: Strong command of Python Experience with TensorFlow, PyTorch, or OpenCV Knowledge of computer vision and video data processing Familiarity with APIs and AI integrations (OpenAI, Runway, Pika Labs, etc.) Problem-solver who prototypes quickly and thinks creatively We believe in building great products that our customers love, and as the company grows, we ensure that our team members grow with us. Please apply with rei in all caps at the beginning of your application message so that we know you read this fully and are able to follow instructions. If you are passionate about AI development, possess a strong work ethic, and are eager to learn and grow in a collaborative environment, we would love to hear from you. Hourly rate: 3 - 5 USD 1 day ago Client's recent history (49 works) Jobs in progress (15) Go High Level Admin Role Sep 2025 - Present 2 hrs @ $5.46/hr Billed: $11.84 Google Conversion Tracking and Tag Manager Expert Needed Nov 2024 - Present FIXED $480.00 Figma Specialist (UI/UX Design) Oct 2024 - Present 1,298 hrs @ $5.40/hr Billed: $7,009.85 Click funnels expert Dec 2023 - Present 1 hrs @ $16.44/hr Billed: $8.22 Python/Flask Developer (Full-Stack) May 2023 - Present 152 hrs @ $7.86/hr Billed: $1,191.36 GlobiFlow and Podio Expert needed for Real Estate CRM Jul 2022 - Present 166 hrs @ $15.72/hr Billed: $2,613.94 Lambda Python expert developer needed Jul 2022 - Present 140 hrs @ $15.76/hr Billed: $2,201.30 GlobiFlow and Podio Expert needed for Real Estate CRM Jul 2022 - Present FIXED $500.00 Expert PHP developer needed Jun 2022 - Present FIXED $125.00 FaceBook Marketplace Marketing Expert needed Sep 2021 - Present 28 hrs @ $3.00/hr Billed: $84.50 GlobiFlow Expert needed Jan 2021 - Present 11 hrs @ $8.00/hr Billed: $88.00 SEO and SEM specialist needed Sep 2020 - Present 304 hrs @ $3.00/hr Billed: $911.00 Real Estate VA with telemarketing and phone experience needed Sep 2020 - Present 16 hrs @ $5.00/hr Billed: $79.17 Real Estate Data Entry needed Aug 2020 - Present 20 hrs @ $3.00/hr Billed: $59.00 Podio real estate expert needed Aug 2020 - Present 5 hrs @ $17.52/hr Billed: $81.75 View more (10) CRM Integration and Managment No feedback given Mar 2023 90 hrs @ $15.60/hr Billed: $1,401.44 Junior Python Developer No feedback given Mar 2025 - Jun 2025 FIXED $324.16 FaceBook, Google PPC and Analytics expert needed No feedback given To client: 5 professional client highly recommended Aug 2023 - May 2025 105 hrs @ $10.56/hr Billed: $1,110.75 Email DMARC Expert To freelancer: 5 Waseem is a dedicated and skilled professional. He delivers high-quality work, communicates effectively, and is always r… Waseem is a dedicated and skilled professional. He delivers high-quality work, communicates effectively, and is always reliable. We appreciate his hard work and look forward to working with him again on future projects. Highly recommended! To client: 5 It was a pleasure working with Shad. He is very knowledgeable, cooperative, and provided the necessary information to co… It was a pleasure working with Shad. He is very knowledgeable, cooperative, and provided the necessary information to complete the task. A great client to work with! Oct 2024 - Mar 2025 FIXED $50.00 JR Python Developer To freelancer: 2.7 To client: 3.15 If you are going to apply for the client, you need to keep in mind: 1- The CTO is a nice guy and I enjoyed talking to hi… If you are going to apply for the client, you need to keep in mind: 1- The CTO is a nice guy and I enjoyed talking to him. I wish him best of luck; he was a polite man. 2- You will be committed to stay with the lowest possible rate, at least for 90 days. They say "once you learned the system we will increase" but it's not accurate. I believe this duration is so important to mention. 3- You will not get paid if you take a rest even for 1 minute. You are expected to work 8 hours straight, sitting on your chair being available and working to get paid for 8 hours. I believe this is a big red flag and at least we should know it before staring the work. 4- I worked with them for a few hours and I am sure the people I worked with are all less experienced than juniors. They were not knowledgeable even to use GitHub tokens. So don't think you'll learn a lot from them. 5- There will be a lot of people in your first interview and you are expected to stand out in the crowd. You are going to pay 3 dollars to Upwork for attending this meeting and I believe you deserve to know that. In general, I didn't feel very comfortable about their hiring procedure. I believe they must be more transparent. Feb 2025 - Feb 2025 5 hrs @ $5.03/hr Billed: $26.84 GlobiFlow and Podio Expert needed for Real Estate CRM No feedback given To client: 5 Jul 2022 - Jan 2025 14 hrs @ $13.17/hr Billed: $184.32 Facebook Marketing expert needed (paid and free ads) No feedback given Aug 2024 - Nov 2024 4 hrs @ $11.73/hr Billed: $48.87 Junior UI/UX Designer with Figma Experience Needed To freelancer: 5 good To client: 5 It was great working with him. Oct 2024 - Nov 2024 57 hrs @ $3.25/hr Billed: $184.59 Figma Specialist (UI/UX Design) To freelancer: 5 good To client: 5 Oct 2024 - Nov 2024 7 hrs @ $3.91/hr Billed: $26.06 Figma Specialist (UI/UX Design) To freelancer: 3.3 about average level designer good for anyone who needs basic websites or average work completed. To client: 1 Be cautious with this client. They hired me as a UI/UX designer at a probation rate of $3 per hour, then expected me to … Be cautious with this client. They hired me as a UI/UX designer at a probation rate of $3 per hour, then expected me to continue working without pay. It was a very negative experience. They seem to only hire new freelancers for this kind of scam. I wouldn’t recommend working with them. as they just waste your time and hold you back for a month. Oct 2024 - Nov 2024 8 hrs @ $2.68/hr Billed: $22.37 Google Conversion Tracking and Tag Manager Expert Needed To freelancer: 5 good To client: 5 Great and friendly Buyer. I want to work with him again. Oct 2024 - Nov 2024 Jr Python Developer needed No feedback given To client: 5 Jul 2024 - Oct 2024 FIXED $36.00 Junior Python Developer To freelancer: 1 This freelancer claims to be a python developer with Ai experience but in reality he could not complete basic tasks prog… This freelancer claims to be a python developer with Ai experience but in reality he could not complete basic tasks programing tasks. I would not hire him nor would I trust him with any of my projects. To client: 3.6 Good employer wasnt a good fit Sep 2024 - Sep 2024 21 hrs @ $1.91/hr Billed: $39.23 Facebook Marketing expert needed (paid and free ads) No feedback given Jul 2024 - Aug 2024 29 hrs @ $9.61/hr Billed: $280.35 Jr Python Developer needed To freelancer: 5 good work Sam, best of luck on future endeavors To client: 5 Shad is a great and nice client,I will always recommend him. Jun 2024 - Jul 2024 FIXED $25.00 FaceBook, Google PPC and Analytics expert needed No feedback given To client: 4.55 Feb 2024 - Apr 2024 FIXED $75.00 AWS server expert needed To freelancer: 4.65 good work To client: 5 shad is great to work with. Thank you for hiring me for your migration work to AWS. Apr 2022 - Apr 2024 FIXED $130.00 Zoom Expert To freelancer: 5 Karryn was very knowledgeable about zoom and helped us fix our problem as well as other features that I didnt even know … Karryn was very knowledgeable about zoom and helped us fix our problem as well as other features that I didnt even know about. I would Highly recommend Karryn and will definitely work with her again for all our zoom needs and questions. To client: 5 Very clear in what he needs. Easy and pleasant to work with. I look forward other opportunities to work along with Shad.… Very clear in what he needs. Easy and pleasant to work with. I look forward other opportunities to work along with Shad. You should too... Apr 2024 - Apr 2024 FIXED $30.27 Google PPC and Analytics expert needed No feedback given To client: 5 Jun 2023 - Aug 2023 26 hrs @ $10.65/hr Billed: $273.31 FaceBook, Google PPC and Analytics expert needed No feedback given To client: 5 Jul 2023 - Aug 2023 15 hrs @ $10.73/hr Billed: $160.95 Website design and editor needed No feedback given To client: 5 It was a great experience to work with him. He is kind and supportive. He knows what he needed to get done, clear instru… It was a great experience to work with him. He is kind and supportive. He knows what he needed to get done, clear instruction and easy to work with. Highly recommended!! Apr 2023 - Aug 2023 52 hrs @ $3.29/hr Billed: $169.64 va services and qa No feedback given To client: 5 I had a great experience working with Shad, He is nice, and I like how he ensured everyone was carried along. If given t… I had a great experience working with Shad, He is nice, and I like how he ensured everyone was carried along. If given the opportunity I would love to work for him again. Oct 2022 - Feb 2023 FIXED $520.10 Proxy IP rotation expert needed No feedback given To client: 5 Mar 2022 - Feb 2023 FIXED $729.00 Development contract No feedback given To client: 5 Apr 2022 - Feb 2023 11 hrs @ $15.00/hr Billed: $165.00 Wordpress Widget creation Expert needed To freelancer: 5 good working hire again To client: 5 Thanks Shad for the opportunity! Jan 2022 - Jan 2023 FIXED $250.00 Zyte and scrapy expert needed To freelancer: 5 To client: 5 Shad was a great client to work with. He was responsive and gave reasonable deadlines. Will be happy to work with him ag… Shad was a great client to work with. He was responsive and gave reasonable deadlines. Will be happy to work with him again. If you get the chance to work with Shad, go for it :) Jan 2022 - Mar 2022 FIXED $200.00 GlobiFlow and Podio Expert needed for Real Estate CRM To freelancer: 5 great developer! did our tasks and in record time. great job!! To client: 5 Shad is a very cool and genuine person. He is highly skilled in giving requirements and is all focused to provide the co… Shad is a very cool and genuine person. He is highly skilled in giving requirements and is all focused to provide the correct information for the ease of development. Oct 2021 - Oct 2021 8 hrs @ $10.00/hr Billed: $80.00 RooR and Podio CRM virtual assistant Expert needed To freelancer: 5 great job, To client: 5 Good Client Dec 2020 - Jun 2021 908 hrs @ $5.06/hr Billed: $4,589.99 RooR and Podio CRM virtual assistant Expert needed No feedback given To client: 5 He is a good person and kind hearted. Thanks for the opportunity. Dec 2020 - May 2021 6 hrs @ $5.00/hr Billed: $28.33 Website widget needed (mobile friendly) No feedback given To client: 1 Poor Communication!! Trying to get extra work done without offering extra time-frame/extra payment. Beware of this clien… Poor Communication!! Trying to get extra work done without offering extra time-frame/extra payment. Beware of this client!! Sep 2020 - Jan 2021 FIXED $200.00 gmail expert To freelancer: 5 great job! fixed my issues right away To client: 5 Issue resolved in just 2 minutes.! He was very happy and kind in nature.! Thanks shad Jan 2021 - Jan 2021 FIXED $10.00 SEO and SEM specialist needed To freelancer: 5 in a word, FANTASTIC!! Shashwat and his team are best work provider. very happy customer, will be back again. To client: 5 Thanks Sep 2020 - Dec 2020 FIXED $500.00 gmail expert To freelancer: 5 thank you very much! will be back for more help in the future To client: 5 Shad is very technical person to work with. Thank you. Sep 2020 - Sep 2020 FIXED $24.00 wordpress expert To freelancer: 5 great job! To client: 5 Great client Aug 2020 - Sep 2020 195 hrs @ $3.00/hr Billed: $586.00 View more (32) Data Science & Analytics, AI & Machine Learning Open project
Electrical Engineer Specializing in Industrial Control -- 2	15 - 25 USD / hr	1 day ago	Client Rank - Risky Payment method not verified 1 open job no reviews Registered: Dec 3, 2025 Morocco 1
I am a State Engineer in Electrical Engineering and Industrial Control, graduated from the Faculty of Sciences and Techniques of Mohammedia, with strong technical skills in electrical systems, automation, simulation, and project management. My expertise includes MATLAB/Simulink modeling, electrical design with AutoCAD, photovoltaic engineering using PVGIS, PVSyst, and DIALux Evo, as well as programming in C, Python, and MikroC, and working with embedded systems such as Arduino and Raspberry Pi. Throughout my academic projects, I carried out the study and sizing of a photovoltaic system for lighting a 5 km zone in Jorf Lasfar, developed an autonomous vehicle with ADAS features using Python and OpenCV, and completed several technical solutions in automation, vector control, and electrical installation. Passionate about innovation, industrial optimization, and continuous improvement, I am highly motivated to contribute to impactful and value-driven engineering projects within a dynamic team. Skills: Electronics, Matlab and Mathematica, Electrical Engineering, AutoCAD, LabVIEW, MATLAB, Simulation, Automation Hourly rate: 15 - 25 USD 1 day ago Websites, IT & Software, Engineering & Science, LabVIEW, Electronics, Matlab and Mathematica, Electrical Engineering, AutoCAD, MATLAB, Simulation, Automation Open project
Two Computer Vision Lab Reports	10 - 30 USD	2 days ago	Client Rank - Risky Payment method not verified no reviews Registered: May 16, 2023 Oman 1
I’m completing my Electrical and Computer Engineering bachelor’s degree and I have to submit two separate lab reports focused on computer vision algorithms. I already have the general theme approved, but I need someone to craft the full reports from scratch—clear, concise, academically sound, and fully referenced. What I need • Two standalone lab reports (think of them as Assignment 1 and Assignment 2) built around computer vision algorithms. • Each report should read like a proper lab submission: introduction, brief theory, experimental setup, results, discussion, conclusions, and a properly formatted reference list. • Use well-known tools—Python with OpenCV, MATLAB, or any other standard environment is acceptable as long as the methodology is reproducible. Scope and depth These are undergraduate-level labs, so keep the explanations rigorous yet accessible. I’m not restricting you to a specific algorithm; you may choose any widely studied approaches (e.g., a CNN for image classification in one report and SIFT/SURF feature extraction in the other) as long as the concepts are explained, implemented, and tested on a small, illustrative dataset. Deliverables 1. Report A (PDF or DOCX) with all figures, code snippets, and references embedded. 2. Report B (PDF or DOCX) of similar length and structure, covering a different algorithm. 3. Companion source files or notebooks so I can reproduce the results if needed. Acceptance criteria • Turnitin-safe, original writing • Clear link between theory, experiment, and results in each report • Consistent citation style (IEEE or APA) • Executable code runs without errors on a standard laptop If you can meet these requirements and keep the language at an undergraduate academic level, I’d love to work with you. Skills: Python, Matlab and Mathematica, Technical Writing, Electrical Engineering, Artificial Intelligence, OpenCV, Computer Vision, MATLAB Fixed budget: 10 - 30 USD 2 days ago Websites, IT & Software, Writing & Content, Engineering & Science, Python, Artificial Intelligence, OpenCV, Computer Vision, Technical Writing, Matlab and Mathematica, Electrical Engineering, MATLAB Open project
Video Data Annotator for Industrial Textile AI (Python Script Provided)	5 - 10 USD / hr	2 days ago	Client Rank - Medium Payment method verified Phone number verified 1 open job no reviews Registered: Nov 14, 2025 Morocco 20:37 3
Project Overview: We are developing an AI system for the textile manufacturing industry. We need a precise freelancer to annotate video footage of sewing operations using Standard GSD (General Sewing Data) codes. The Task: You will analyze video rushes of operators performing tasks and tag temporal segments with specific 4-letter codes. We provide a custom Python tool to make this process fast and standardized. The Workflow: Setup: Run our simple Python script (annotation.py) on your local machine. Analyze: Watch the video footage of sewing operations. Annotate: Mark the precise Start and End time of each action. Select the correct GSD Code from the menu (e.g., SEW, APSH, ARPN, MG2S). Note: The tool displays labels as "Description : CODE" (e.g., "Aligner deux pièces : AM2P"). You will primarily rely on the GSD CODE. Deliver: The tool automatically saves your work as .csv files. Provided Resources: The Annotation Tool: A lightweight Python script (requires OpenCV/Numpy). The Codebook: A structured guide explaining each GSD code with examples (e.g., AM2P = Align two parts, TDCH = Cut thread, etc.). The Data: Video files organized by category. Requirements GSD Knowledge is a plus, but not required: We provide clear visual examples for every code. Technical Basics: Ability to run a Python script on your computer. High Precision: You must accurately identify exactly when a motion begins and ends. Language: The process uses universal codes (SEW, PPAL, etc.), so fluency in French is not required, even though some file descriptions are in French. Deliverables: CSV files containing the timestamped annotations (columns: label, start_ts, end_ts) for each video processed. Hourly rate: 5 - 10 USD 2 days ago Data Science & Analytics, AI & Machine Learning Open project
Automated Tagging for Media Platform	250 - 750 USD	2 days ago	Client Rank - Risky Payment method not verified 4 open job no reviews Registered: Oct 3, 2025 Saudi Arabia 1
I’m kicking off a new video-centric platform and the very first milestone is a rock-solid photo & video publishing module that can tag every upload automatically. Instead of static, user-entered keywords, I want AI-generated tags produced through both image recognition and full video content analysis so that clips and photos instantly become searchable the moment they finish uploading. Here’s what I need built right now: • An upload pipeline that accepts large videos as well as photos, performs any basic transcoding/compression required, and hands the media to the tagging engine. • An AI tagging service that runs frame-level image recognition and video content analysis, returns a ranked list of tags with confidence scores, and stores them in a database I can query later. • A lightweight interface (web or API-only is fine for now) where I can review, approve, or override the suggested tags before the asset goes live. • Clear documentation and setup scripts so I can reproduce the entire stack on my own server or a cloud instance. Acceptance criteria: when I upload a test video or image, the system should deliver at least five accurate, context-appropriate tags with ≥90 % confidence, all within a reasonable processing time. Preferred tech is flexible—Python, Node.js, TensorFlow, OpenCV, AWS Rekognition, Google Vision, or similar are all on the table—as long as the solution is modular enough to plug into future features such as random 1-to-1 live cams and casino-game integrations. If you’ve built anything similar or have relevant demo links, I’m eager to see them. Let’s get this tagging engine up and running! Skills: PHP, JavaScript, Python, Machine Learning (ML), MySQL, Node.js, OpenCV, AI (Artificial Intelligence) HW/SW Fixed budget: 250 - 750 USD 2 days ago Websites, IT & Software, Mobile Phones & Computing, Design, Media & Architecture, Engineering & Science, Python, MySQL, Node.js, OpenCV, Machine Learning (ML), AI (Artificial Intelligence) HW/SW Open project
Real time tracking system	not specified	2 days ago	Client Rank - Risky Payment method not verified Phone number verified 1 open job Czech Republic 20:37 1
Hello, my name is Jaromír Pytlík. I was drafted to the NHL, and today I represent one of the largest junior hockey organizations in the Czech Republic. Our programs have helped develop top-level players, including Martin Nečas, who is currently playing in the NHL. We organize large-scale youth hockey events, including a tournament featuring over 100 teams, and we work with a very broad base of players across multiple age categories. At the moment, we are looking for a partner who can help us implement AI-powered automated broadcasting for our games. This would significantly enhance the quality and reach of our events, and we believe your expertise could be a great fit for what we are building. Would you be available to discuss this opportunity? I would be glad to arrange a call at your convenience. Thank you very much for your time and consideration. Kind regards, Jaromír Pytlík Budget: not specified 2 days ago Data Science & Analytics, AI & Machine Learning Open project
Expert in 3D Model Reconstruction from 2D Depth Maps	150 USD	2 days ago	Client Rank - Excellent Payment method verified $9 318 total spent 57 hires, 5 active 102 jobs posted 56% hire rate, 1 open job 12.14 /hr avg hourly rate paid 513 hours paid 4.64 of 32 reviews Registered: Jul 1, 2020 United States Champaign 19:37 5
We are seeking a highly skilled and experienced developer to improve the quality of 3D models generated from 2D depth maps in our Python-based processing pipeline. Project Overview: We have an existing pipeline that generates 3D models (in PLY format) from 2D depth maps (in PNG format) using the ZeroShape model. However, the quality of the resulting 3D models is not meeting our standards. We are looking for an expert to enhance the 3D reconstruction quality, either by refining our current ZeroShape implementation or by integrating a more advanced and effective method. Reference Link: ZeroShape: Regression-based Zero-shot Shape Reconstruction Responsibilities: ● Analyze our current Python script for 3D model generation and identify the reasons for the low-quality output. ● Propose and implement a robust solution to significantly improve the 3D reconstruction quality. This may involve: ○ Optimizing the existing ZeroShape model and its parameters. ○ Implementing an alternative state-of-the-art technique for 3D reconstruction from single depth maps. ● Integrate the improved solution seamlessly into our existing Python pipeline. ● Provide clear and comprehensive documentation for the implemented solution. Required Skills and Experience: ● Proven experience in 3D computer vision, specifically in 3D reconstruction from 2D images or depth maps. ● Strong proficiency in Python and relevant libraries such as NumPy, OpenCV, and Open3D. ● Hands-on experience with deep learning frameworks like PyTorch or TensorFlow. ● Familiarity with 3D data formats (e.g., PLY, OBJ) and point cloud processing. ● Knowledge of various 3D reconstruction techniques (e.g., Poisson surface reconstruction, marching cubes). ● Experience with monocular depth estimation and its application in 3D modeling is a strong plus. ● Previous experience with ZeroShape or similar 3D reconstruction models is highly desirable. ● Excellent problem-solving skills and the ability to work independently. How to Apply: When you apply, please provide the following: ● A brief summary of your experience in 3D reconstruction and computer vision. ● Examples of past projects that are relevant to this task. ● Your initial thoughts on how you would approach this project and any potential methods you would consider. We are excited to work with a talented developer to enhance our 3D modeling capabilities. If you have the expertise and a passion for solving challenging computer vision problems, we encourage you to apply I attched the samples of input source for the conversion for you. Please refer to this sample. Fixed budget: 150 USD 2 days ago Client's recent history (48 works) Jobs in progress (2) ChatGPT Customization Tutor for Businesses Aug 2025 - Present 7 hrs @ $3.69/hr Billed: $23.99 Analysis and fix 3D geometry Python code script based on VTK library Sep 2024 - Present FIXED $210.00 View more (-3) Scripting help No feedback given Jun 2025 160 hrs @ $4.76/hr Billed: $761.86 Ubuntu Software install and operation tutor No feedback given Jul 2024 Visual studio python coding tutor To freelancer: 5 Apr 2024 - Nov 2025 39 hrs @ $17.72/hr Billed: $696.92 Looking for someone who can guide for the automation coding script(Pipeline Script) on Ubuntu To freelancer: 5 Jan 2025 - Nov 2025 FIXED $51.50 Visual studio python coding tutor To freelancer: 5 To client: 5 Apr 2024 - Nov 2025 23 hrs @ $10.93/hr Billed: $254.95 3D Computer Vision DL Github repo Tutoring and Developing To freelancer: 3 To client: 5 Jang is good client that explains everything well Oct 2023 - Nov 2025 184 hrs @ $21.02/hr Billed: $3,859.95 Looking for someone who can guide for the automation coding script on Ubuntu To freelancer: 5 Sep 2024 - Nov 2025 FIXED $50.00 Looking for someone who can guide for the automation coding script(Pipeline Script) on Ubuntu To freelancer: 5 Working with Shreyas was a great experience. He delivered high-quality work and proactive communication throughout the … Working with Shreyas was a great experience. He delivered high-quality work and proactive communication throughout the project, and took initiative to solve challenges. I highly recommend him and would be glad to collaborate again in the future. To client: 5 It was an absolute pleasure working with Keun! He was incredibly cooperative throughout the project, and his willingness… It was an absolute pleasure working with Keun! He was incredibly cooperative throughout the project, and his willingness to thoroughly clarify requirements made the entire process smooth and efficient. Highly recommend! Jun 2025 - Jun 2025 FIXED $40.00 Looking for someone who can guide for the automation coding script(Pipeline Script) on Ubuntu To freelancer: 2 Syed Ahmad demonstrated good responsiveness and dedication throughout this project. However, significant communication c… Syed Ahmad demonstrated good responsiveness and dedication throughout this project. However, significant communication challenges led to repeated misunderstandings regarding the project's clearly defined requirements. Although he made consistent efforts, the final deliverables frequently did not meet the agreed specifications, lacking essential features critical for successful completion. While I appreciate his hard work and commitment, future engagements would benefit greatly from clearer initial alignment and thorough clarification of deliverables to ensure better outcomes. To client: 1 He is an irresponsible person. After completing his work, he tried to find a way to save money. The person is not availa… He is an irresponsible person. After completing his work, he tried to find a way to save money. The person is not available at all. Apr 2025 - May 2025 FIXED $45.00 Data Optimization Script(Python) To freelancer: 4.1 To client: 4.05 Nov 2024 - May 2025 FIXED $100.00 Architectural Technology Portfolio Assistant Needed To freelancer: 5 Great and talented person! To client: 4.45 It was great working with Jang. The expectations and feedback were communicated clearly throughout the project. Hope to … It was great working with Jang. The expectations and feedback were communicated clearly throughout the project. Hope to work again soon. Feb 2025 - Mar 2025 FIXED $100.00 Architectural Technology Portfolio Assistant Needed To freelancer: 5 To client: 5 Great experience! Feb 2025 - Mar 2025 FIXED $50.00 Looking for someone who can guide for the automation coding script(Pipeline Script) on Ubuntu To freelancer: 5 An exceptional Software Engineer with a knack for innovative solutions and a collaborative spirit. Their technical exper… An exceptional Software Engineer with a knack for innovative solutions and a collaborative spirit. Their technical expertise and clear communication make complex challenges look effortless. A true asset to any tech team! To client: 5 He’s an expert and knows the topics really well. We had a super friendly call, and i solve the pipeline issue quickly! Feb 2025 - Feb 2025 FIXED $50.00 Siamese Machine Learning Developer To freelancer: 5 To client: 4.25 Jun 2024 - Sep 2024 FIXED $200.00 3D Geometry Conversion (Curve to Flat Surface) To freelancer: 5 To client: 4.45 Jul 2024 - Sep 2024 FIXED $70.00 Visual studio python coding tutor To freelancer: 5 To client: 5 Apr 2024 - Aug 2024 HOURLY $51.95 Ubuntu Software (OpenFOAM) install and operation tutor To freelancer: 5 Jun 2024 - Jul 2024 Personal Instruction for ubuntu To freelancer: 5 Jun 2024 - Jul 2024 Computer coding tutoring To freelancer: 1 Nov 2023 - May 2024 FIXED $35.00 Python coding tutor for Automated Scraping and Grading Project To freelancer: 5 Sep 2023 - Mar 2024 FIXED $5.00 2D image recognition ML dev project To freelancer: 1 His profile reeks of deception. Both his paper and website appear to be nothing more than a facade or the handiwork of a… His profile reeks of deception. Both his paper and website appear to be nothing more than a facade or the handiwork of an imposter sharing the same name. As for the project, he shamelessly demanded payment under the guise of counseling without lifting a finger to do any actual work. A classic case of fraudulence at its finest. Mar 2023 - Mar 2024 FIXED $250.00 Presentation Coach with proofreading To freelancer: 3 To client: 5 Would love to work with him again! Dec 2022 - Jul 2023 FIXED $40.00 Tutoring interpolation coding for 3D geometry generation Github repo To freelancer: 1 Unfortunately, my experience with this contractor was highly unsatisfactory. Despite the project remaining unresolved an… Unfortunately, my experience with this contractor was highly unsatisfactory. Despite the project remaining unresolved and my clear request for a refund, the contractor suggested taking on another job as an alternative to addressing the issue. This response demonstrates a lack of professionalism and ethical conduct, particularly considering their failure to deliver on the initial project. I am deeply disappointed by their approach to resolving the matter at hand and feel compelled to caution others who may be considering working with this contractor. To client: 1 Dec 2022 - Jun 2023 FIXED $150.00 Short paper proofreading #1 To freelancer: 5 To client: 5 Dec 2022 - Dec 2022 FIXED $35.00 Short paper proofreading #1 To freelancer: 5 To client: 5 An exceptional client would love to work again for him. Dec 2022 - Dec 2022 FIXED $35.50 Short paper proofreading #1 To freelancer: 5 Dec 2022 - Dec 2022 FIXED $60.00 Running Github repo (Deep learning) from Colab To freelancer: 5 Great job! To client: 5 An amazing client to work with. very responsive always ready to listen and explain. responsive to any of my requests for… An amazing client to work with. very responsive always ready to listen and explain. responsive to any of my requests for clarification. highly recommended. Mar 2022 - Mar 2022 FIXED $160.00 Need help for coding implementation regarding Machine learning To freelancer: 1 Sep 2021 - Mar 2022 34 hrs @ $8.00/hr Billed: $271.98 PartNet Annotation Repo Installation To freelancer: 1 . To client: 1 KEUNHYUK JANG asked for a 50% refund of the first milestone because I didn't agree on creating another milestone "Conver… KEUNHYUK JANG asked for a 50% refund of the first milestone because I didn't agree on creating another milestone "Converting Custom Data to PartNet Annotation" as it doesn't fit my skills although I have explained to the client my reasons and even did a long research process with him to find other solutions to start working on the 2nd milestone and answered all the client's questions. But there was no way to achieve the goal and I didn't find any tools that can help us. The first milestone "PartNet Annotation Repo Installation" was completed successfully and the client was fully satisfied with my work that why he wanted to continue working with me on the new milestone (2nd milestone). I really wish I could help him but this is out of my hand. I am really disappointed and sad about this aggressive attitude of the client. this was totally unfair and unprofessional. Feb 2022 - Feb 2022 FIXED $250.00 3D Reconstruction Project To freelancer: 5 Jan 2022 - Feb 2022 FIXED $40.00 Research regarding 3d data To freelancer: 5 To client: 5 I enjoyed working on this project. Jan 2022 - Feb 2022 FIXED $10.00 Render Javascript help need To freelancer: 5 To client: 5 nice to work with him Jan 2022 - Jan 2022 FIXED $20.00 Small issue with Javascript on Github To freelancer: 5 To client: 5 grt work with him Jan 2022 - Jan 2022 FIXED $10.00 Need help for coding implementation regarding Machine learning No feedback given To client: 5 Great client! Would recommend him to anyone. Knows what he wants and helps with the brainstorming. Sep 2021 - Nov 2021 13 hrs @ $15.00/hr Billed: $197.50 Need help for coding implementation regarding Machine learning No feedback given To client: 5 Great Client, was really professional and I loved to work with him. Sep 2021 - Sep 2021 24 hrs @ $6.76/hr Billed: $160.00 Looking for python tutor No feedback given To client: 5 Excellent person to work with. Jul 2021 - Sep 2021 21 hrs @ $8.00/hr Billed: $168.00 Looking for python tutor To freelancer: 5 To client: 5 I enjoyed working on this project. All expectations and requirements were communicated up front and the client was respo… I enjoyed working on this project. All expectations and requirements were communicated up front and the client was responsive to any of my requests for clarification. Jul 2021 - Jul 2021 7 hrs @ $7.00/hr Billed: $49.00 Data and image mining and data sorting No feedback given To client: 5 Feb 2021 - May 2021 FIXED $30.00 Vehicle VIN number to Vehicle part search data entry To freelancer: 1.6 Really not recommending this person. To client: 4.4 Aug 2020 - Apr 2021 FIXED $342.00 Etsy Product photo-realistic render/ retouching No feedback given To client: 4.85 very knowledgable client and very clear with his brief. I will highly recommend this client. & I would love to work … very knowledgable client and very clear with his brief. I will highly recommend this client. & I would love to work with him again In future. Jan 2021 - Mar 2021 FIXED $25.00 CANON 600D and Lens setting tutorial for Product shooting No feedback given To client: 5 Easy to work with and Thank you for another job opportunity! Till next time. Jul 2020 - Aug 2020 FIXED $5.00 Developing Google image crawler by using API guide No feedback given To client: 4.6 Nice and cooperative client, definitely work with him. Jul 2020 - Aug 2020 FIXED $30.00 Developing Google image crawler by using API guide To freelancer: 4.4 Jul 2020 - Jul 2020 FIXED $5.00 ESTY Product listing SEO To freelancer: 5 To client: 5 Working with KJ is good. Jul 2020 - Jul 2020 FIXED $10.00 Xpath web image crawling To freelancer: 5 To client: 5 It was nice experience to working with KJ Jul 2020 - Jul 2020 FIXED $5.00 ESTY Product listing SEO To freelancer: 4.55 To client: 5 Jul 2020 - Jul 2020 2 hrs @ $6.00/hr Billed: $10.00 View more (44) Data Science & Analytics, AI & Machine Learning Open project
YOLO Object Detection Setup on Raspberry Pi	5 USD	2 days ago	Client Rank - Excellent Payment method verified Phone number verified $6 197 total spent 364 hires, 4 active 427 jobs posted 85% hire rate, 82 open job 5.38 /hr avg hourly rate paid 96 hours paid 4.99 of 377 reviews Industry: Energy & Utilities Individual client Registered: May 19, 2024 United States Belleville 14:37 5
We are seeking a skilled freelancer to assist with the setup of YOLO (You Only Look Once) object detection on a Raspberry Pi. The ideal candidate should have experience with machine learning models, particularly YOLO, and proficiency in Raspberry Pi programming. Your tasks will include installing the necessary libraries, configuring the model, and ensuring optimal performance. Experience with Python and familiarity with OpenCV is a plus. This project offers an opportunity to work on an exciting real-time application in the field of computer vision. Fixed budget: 5 USD 2 days ago Client's recent history (50+ works) Mobile App Marketing Specialist for Travel Niche No feedback given Nov 2025 - Dec 2025 Experienced Medical Biller for Medicare and Commercial AR To freelancer: 5 Very professional and reliable. Excellent quality and a great understanding of Project. Really happy with the results! To client: 5 I truly enjoyed working with you. It was an excellent experience, and I would be very happy to collaborate with you agai… I truly enjoyed working with you. It was an excellent experience, and I would be very happy to collaborate with you again in the future. Nov 2025 - Dec 2025 AI Automations Expert Needed for Project Development To freelancer: 5 Amazing experience working with this AI Automations expert. They quickly understood our workflow and built an automation… Amazing experience working with this AI Automations expert. They quickly understood our workflow and built an automation that saved us hours every week. Highly recommended! To client: 5 Great client to work with—clear instructions, prompt responses, and very professional. Highly recommended for future pro… Great client to work with—clear instructions, prompt responses, and very professional. Highly recommended for future projects! Nov 2025 - Dec 2025 FIXED $15.00 Social Media Marketing Specialist Needed To freelancer: 5 Outstanding work delivered with great attention to detail and consistency. Zahid showed excellent dedication, clear comm… Outstanding work delivered with great attention to detail and consistency. Zahid showed excellent dedication, clear communication, and a strong commitment to quality throughout the project. Truly impressed with the effort and results. To client: 5 He was my first client, and working with him really boosted my confidence. I am extremely thankful to him for trusting m… He was my first client, and working with him really boosted my confidence. I am extremely thankful to him for trusting me and giving me his work. Nov 2025 - Nov 2025 Urgent Resume Update Needed To freelancer: 5 Murtaza did an great job. I Really happy with the results! To client: 5 Nov 2025 - Nov 2025 FIXED $5.00 Zoominfo Specialist Needed for Data Enrichment To freelancer: 5 Delivered high-quality results ahead of deadline — truly impressive. To client: 5 Great client! Clear instructions, quick responses, and a smooth workflow. Would love to work together again. Highly reco… Great client! Clear instructions, quick responses, and a smooth workflow. Would love to work together again. Highly recommended! Nov 2025 - Nov 2025 CRO Focused Landing Page Designer Needed To freelancer: 5 Sadeem worked on a landing page design for me, and it turned out way better than what I was getting from my other design… Sadeem worked on a landing page design for me, and it turned out way better than what I was getting from my other designers. He actually understands conversions, not just visuals. If you need a page that performs, he’s the guy. To client: 5 He was an amazing client to work with Nov 2025 - Nov 2025 Reputation Management Specialist Needed No feedback given Nov 2025 - Nov 2025 Data Entry Specialist Needed To freelancer: 5 She is Efficient, detail-oriented, and produces great results on time. To client: 5 Siraj is the best client. Delivered clear instructions. Nov 2025 - Nov 2025 Wix Landing Page Designer Needed To freelancer: 5 Muhammad did a great job! To client: 5 Nov 2025 - Nov 2025 Full-Stack MERN Developer Needed To freelancer: 5 A fantastic freelancer to work with. They understood the project immediately, offered helpful suggestions, and delivered… A fantastic freelancer to work with. They understood the project immediately, offered helpful suggestions, and delivered clean, well-structured work ahead of schedule. Their responsiveness and attention to detail made the entire process smooth. Highly recommended for any future projects! To client: 5 Nice experience work again in future, Nov 2025 - Nov 2025 Python+React.js & DevOps Developer Required To freelancer: 5 Exceptional work! The developer delivered a robust Python backend, a smooth React.js frontend, and handled DevOps deploy… Exceptional work! The developer delivered a robust Python backend, a smooth React.js frontend, and handled DevOps deployment with complete professionalism. Everything was delivered on time and exceeded expectations. To client: 5 It's really nice working with him. His instructions were clear; I look forward to working with him again. Nov 2025 - Nov 2025 Test Engineer (QA Automation & Manual Testing) To freelancer: 5 Amazing to work with. Hope to do a lot more work with them in the future. Great team! To client: 5 Amazing to work with. Hope to do a lot more work with them in the future. Nov 2025 - Nov 2025 IT Sourcer To freelancer: 5 "Excellent IT Sourcer" To client: 5 Nov 2025 - Nov 2025 FIXED $10.00 China Sourcing Agent for Ceramic Mug Procurement To freelancer: 5 Omer’s Sourcing service is outstanding! He sourced reliable vendors, communicated promptly, and made the whole process … Omer’s Sourcing service is outstanding! He sourced reliable vendors, communicated promptly, and made the whole process smooth. Trustworthy, professional, and highly recommended on Upwork! To client: 5 Yes,that is a good work process with her, she 's reply is quickly and needs is in detailed, really love to work with her… Yes,that is a good work process with her, she 's reply is quickly and needs is in detailed, really love to work with her!she is a good boss. Nov 2025 - Nov 2025 FIXED $10.00 Lead Sourcing Specialist for Google Sheets Data Entry To freelancer: 5 Excellent communication and flawless execution — Highly recommended! To client: 5 Nov 2025 - Nov 2025 Data Entry and Prospect Specialist Needed To freelancer: 5 Outstanding service — highly recommended to anyone seeking reliability. To client: 5 Thank you Nov 2025 - Nov 2025 FIXED $5.00 YouTube Video Blur Editing Specialist Needed To freelancer: 5 Great job! Fast delivery, clear communication, and quality work. Highly recommended To client: 5 Nov 2025 - Nov 2025 FIXED $10.00 Logo Designer Needed for Color Change To freelancer: 5 Delivered high-quality results ahead of deadline — truly impressive. To client: 5 Nov 2025 - Nov 2025 Responsive Shopify Store Setup & Customization Expert Needed To freelancer: 5 I had an excellent experience working with this freelancer. They set up and customized my Shopify store exactly the way … I had an excellent experience working with this freelancer. They set up and customized my Shopify store exactly the way I wanted, with great attention to detail. Their knowledge of Shopify themes, Liquid coding, and custom sections really showed throughout the project. Everything was delivered on time, communication was smooth, and the final result exceeded my expectations. I highly recommend them to anyone looking for a skilled Shopify expert. To client: 5 Nov 2025 - Nov 2025 Shopify Virtual Assistant for Product Upload and Fulfillment To freelancer: 5 Professional freelancer! Fulfilled both Shopify orders quickly and found reliable suppliers. Very professional and easy … Professional freelancer! Fulfilled both Shopify orders quickly and found reliable suppliers. Very professional and easy to work with. To client: 5 Nice client Clear instructions, smooth communication, and a great experience Thank you Nov 2025 - Nov 2025 TikTok Shop Expert Needed for Short Project To freelancer: 5 Delivered exactly what I needed. TikTok Shop issues resolved fast and correctly. To client: 5 Nov 2025 - Nov 2025 FIXED $10.00 Framer Website Layout Fix To freelancer: 5 Prashant is a great freelancer, and his services were genuinely impressive. He delivered quality work on time, communica… Prashant is a great freelancer, and his services were genuinely impressive. He delivered quality work on time, communicated clearly, and made the whole process smooth. Highly recommended! To client: 5 Siraj was an excellent client supportive, clear with communication, and great to work with throughout the entire project Nov 2025 - Nov 2025 UI/UX Designer Needed for Crypto Trading Dashboard To freelancer: 5 Farhan brought valuable insight to our dashboard redesign and provided clean, modern enhancements with great attention t… Farhan brought valuable insight to our dashboard redesign and provided clean, modern enhancements with great attention to detail. Excellent communication and results, highly recommended. To client: 5 Siraj was clear, responsive, and highly professional throughout the project, which made the entire process smooth and ef… Siraj was clear, responsive, and highly professional throughout the project, which made the entire process smooth and efficient. A dependable client I would gladly work with again, highly recommended. Nov 2025 - Nov 2025 FIXED $50.00 Shopify Product Upload and SEO Listing Virtual Assistant To freelancer: 5 Products up, SEO on point, Imran handled it, gonna hire again! To client: 5 "Great client to work with, super clear and easy going. Would work with them again anytime." Nov 2025 - Nov 2025 FIXED $5.00 Google Ads Specialist for Roofing Campaigns To freelancer: 5 Understands requirements immediately and sets up campaigns professionally — results-driven, efficient, and highly effect… Understands requirements immediately and sets up campaigns professionally — results-driven, efficient, and highly effective. To client: 5 It was great experience Nov 2025 - Nov 2025 FIXED $50.00 Zapier Expert Needed for Automation To freelancer: 5 Farman delivered exactly what I needed! The Zapier automation was set up perfectly, tested thoroughly, and saved me so m… Farman delivered exactly what I needed! The Zapier automation was set up perfectly, tested thoroughly, and saved me so much time. Communication was clear and fast. Highly recommend! To client: 5 Thank you Nov 2025 - Nov 2025 FIXED $5.00 Candidate Screening Advisor for Recruitment Evaluation To freelancer: 5 Your attention to detail and creativity exceeded our expectations. The final deliverable was flawless! To client: 5 Nov 2025 - Nov 2025 HIPAA Certified Medical Biller & A/R Specialist To freelancer: 5 A highly skilled, dependable, and professional freelancer. I wholeheartedly recommend them to anyone seeking quality and… A highly skilled, dependable, and professional freelancer. I wholeheartedly recommend them to anyone seeking quality and reliability. To client: 5 Nov 2025 - Nov 2025 Logo Designer Needed for a Clean, Modern Brand Identity To freelancer: 5 Working with Usama on the logo was a great experience. He immediately understood the clean, luxury feel I wanted and del… Working with Usama on the logo was a great experience. He immediately understood the clean, luxury feel I wanted and delivered premium concepts faster than expected. The final logo is modern, minimal, and perfectly fits the LUXE brand. Excellent communication, smooth process, and high-quality work. Highly recommended! To client: 5 Great experience working with Siraj U Nisa. He communicated clearly, gave quick feedback, and made the logo design proce… Great experience working with Siraj U Nisa. He communicated clearly, gave quick feedback, and made the logo design process smooth. I’d happily work with him again. Nov 2025 - Nov 2025 Next.js i18n Configuration Expert Needed To freelancer: 5 Exceptional attention to detail and strong communication throughout. Highly recommend! To client: 5 Client is Very clear what to do and what he wants Nov 2025 - Nov 2025 Product Designer for Premium Amazon A+ Content To freelancer: 5 This is our second project with Alif, and once again he delivered outstanding work. Delivery was fast, communication was… This is our second project with Alif, and once again he delivered outstanding work. Delivery was fast, communication was precise and all files were perfectly Amazon-ready. He continues to exceed expectations and we’ll be working with him again. To client: 5 Nov 2025 - Nov 2025 AI Video Creator with Veo3 and Sora2 Expertise To freelancer: 5 Great vibe, smooth communication, and excellent output. To client: 5 Nov 2025 - Nov 2025 UK Plumbing Business Owners Contact List Creation To freelancer: 5 A highly skilled, dependable, and professional freelancer. I wholeheartedly recommend them to anyone seeking quality and… A highly skilled, dependable, and professional freelancer. I wholeheartedly recommend them to anyone seeking quality and reliability. To client: 5 Nov 2025 - Nov 2025 FIXED $40.00 Setup Multi-Factor Authentication (MFA) for Users To freelancer: 5 The freelancer did an outstanding job setting up MFA for our users. The process was smooth, fast, and professionally han… The freelancer did an outstanding job setting up MFA for our users. The process was smooth, fast, and professionally handled. Communication was clear, and the setup was completed with no issues. We’re very happy with the results and would gladly work with them again. To client: 5 Amazing client! Nov 2025 - Nov 2025 Reddit Specialist Needed To freelancer: 5 Rana Mansoor is a true Reddit expert with strong research skills who delivers as described and guides me through all str… Rana Mansoor is a true Reddit expert with strong research skills who delivers as described and guides me through all strategies, highly recommended! To client: 5 Thank you so much! I'm really glad I could help — always here if you need anything! Nov 2025 - Nov 2025 QuickBooks Online Balance Sheet Cleanup To freelancer: 5 Great experience working with Nimra. She reviewed and corrected my QuickBooks Online Balance Sheet quickly and accuratel… Great experience working with Nimra. She reviewed and corrected my QuickBooks Online Balance Sheet quickly and accurately,and the final report was clean and reliable. Delivered on time and communicated clearly throughout the process. Highly recommended! To client: 5 Nov 2025 - Nov 2025 FIXED $10.00 Candidate Screening Advisor for Recruitment Evaluation To freelancer: 5 Tackled a challenging task with excellence. To client: 5 Siraj was an excellent client to work with. He maintained a professional and respectful working relationship throughout … Siraj was an excellent client to work with. He maintained a professional and respectful working relationship throughout the project. The expectations were well-defined. I would be happy to collaborate with him again. Highly recommended. Nov 2025 - Nov 2025 Candidate Screening Advisor for Recruitment Evaluation To freelancer: 5 Outstanding creativity and attention to detail. To client: 5 Excellent experience working with Siraj U Nisa. They provided clear guidance and maintained consistent communication, ma… Excellent experience working with Siraj U Nisa. They provided clear guidance and maintained consistent communication, making the project very smooth. Nov 2025 - Nov 2025 Ebook Proof Reading Expert Needed To freelancer: 5 Prompt, punctual, and professional. Their time management was commendable, and they kept everything well-organized. To client: 5 Nov 2025 - Nov 2025 Amazon Graphic Designer & A+ Content Specialist To freelancer: 5 Excellent work. Alif delivered high-quality Amazon listing images and A+ Content exactly as required. Clean design, fast… Excellent work. Alif delivered high-quality Amazon listing images and A+ Content exactly as required. Clean design, fast turnaround and great communication. Will hire again for future projects. To client: 5 Nov 2025 - Nov 2025 Shopify Theme Developer Needed To freelancer: 5 The freelancer demonstrated great expertise and professionalism throughout the project. To client: 5 Great to work with. Thank You. Nov 2025 - Nov 2025 TikTok Shop Community Manager To freelancer: 5 Highly professional and efficient. The results were exactly what I was looking for. Highly recommend! To client: 5 Nov 2025 - Nov 2025 Meta Ads Audit and Scaling Suggestions for Ecommerce Brand To freelancer: 5 The audit was really clear and easy to understand. All points were explained in simple way and the guidance was very hel… The audit was really clear and easy to understand. All points were explained in simple way and the guidance was very helpful. For Meta ads he is honestly the best choice. To client: 5 Nov 2025 - Nov 2025 Lead Generation Specialist Needed To freelancer: 5 Second time working together — fast, reliable, and quality work. To client: 5 Nov 2025 - Nov 2025 Real Estate Lead Generation Specialist To freelancer: 5 Very professional and easy to work with. Highly recommended! To client: 5 Nov 2025 - Nov 2025 SEO Content Writer Needed for High-Quality Blog Post To freelancer: 5 Great experience working with Touseeq! The content was well-written, delivered on time, and matched the project requirem… Great experience working with Touseeq! The content was well-written, delivered on time, and matched the project requirements perfectly. Highly recommended! To client: 5 It was great working with Siraj. Thank you for the opportunity! Nov 2025 - Nov 2025 FIXED $5.00 Experienced RHC Medical Biller Needed for AR Review To freelancer: 5 Bilal helped us make sense of our reports and understand our AR clearly. He broke everything down in a simple, structure… Bilal helped us make sense of our reports and understand our AR clearly. He broke everything down in a simple, structured way and pointed out exactly where we needed to focus. His insights gave us a clear picture of our practice’s financial health. Great experience working with him — highly recommended for any billing-related work. To client: 5 Working with Siraj U Nisa was a pleasure. Nov 2025 - Nov 2025 LinkedIn Lead Generation Specialist for Real Estate Business To freelancer: 5 Very fast freelancer To client: 5 thanks!! Nov 2025 - Nov 2025 React Developer Needed for Implementing Progress Bar During Route Changes To freelancer: 5 Abdulrehman did an excellent job! The progress bar feature was implemented perfectly and works smoothly. Communication w… Abdulrehman did an excellent job! The progress bar feature was implemented perfectly and works smoothly. Communication was clear, the delivery was fast, and the overall experience was great. Highly recommended! To client: 5 It was a really nice working with him! Looking forward to work in future for further projects! Nov 2025 - Nov 2025 View more (48) Data Science & Analytics, AI & Machine Learning Open project
Online 2D-3D Point Cloud Converter	30 - 250 USD	2 days ago	Client Rank - Excellent Payment method verified $32 417 total spent 26 hires 4 open job 5.00 of 29 reviews Registered: Sep 29, 2017 Norway 5
Online 2D Photo → 3D Point Cloud Converter (AI Depth + OBJ Export) Budget: $150–$200 I’m looking for someone who can build a web-based tool that converts standard 2D photos into 3D point cloud / micro-triangle style models using AI depth estimation — similar to effects used for 3D engraved crystal cubes. Main Features Need to add a virtual cube. Input size of cube, default 50 x 50 x 50mm Green wireframe cube. Needs margins cube. White wireframe cube as for margins. Upload 2D photo (PNG/JPG no background) AI depth map generation Convert to 3D point cloud, output up to several millions of points. (bubblegram / micro triangles) Adjustable density (approx. 0.03–0.07) with a slider Inside this margins cube it shows a preview of obj file. Scale the preview with a slider, so it can place text etc.. In-browser 3D preview, possible to mark and remove points from the generated points to get cleaner look. Add layers 1value -15 slider - see layer sample image Add XY distance between layers dots value 0.03 - 0.08 slider  Layer distance value 0.03 - 0.08 slider  See samples pictures for reference.  A textbox generator to add text inside the cube. Add depth of font. Can add several textboxes and plaze them xyz inside cube.  Need to run om Ubuntu server: Mac Pro 2013 with AMD GPU and 132GB memory Export .OBJ to Micro-triangle mesh generation Technical Requirements Python (NumPy, OpenCV, PCL, PyTorch/ONNX) Depth model experience: Depth Anything V2, ZoeDepth, MiDaS, etc. OBJ export + geometry generation Web-based UI: FastAPI or Flask backend (PHP-friendly helpful) Clean HTML/CSS/JS frontend Basic noise cleanup / background toggle Fully working online app hosted on my server Upload image→ Convert → Preview → Edit → Download as obj Adjustable UI controls Point density, Point size, Depth scale Z Optional background removal toggle Complete source code + setup documentation Tags / Skills AI • 3D Point Cloud • OBJ Export • Python • OpenCV • NumPy • PyTorch • Depth Anything V2 or V3 • ZoeDepth • MiDaS • ONNX • PCL • 3D Geometry • Web App • FastAPI • Flask • Ubuntu Server • GPU Optimization • 3D Visualization • Three.js • Computer Vision I Will Provide Example input images Reference OBJ files → Needed output file Videos  If you're excited by innovative 3D + AI experiences, let's build something awesome together! Please include relevant samples of similar AI/3D work when applying.  If you do a sample of the included picture, is preferred, so I know who to choose to be the right freelancer Skills: JavaScript, Python, 3D Rendering, 3D Modelling, 3D Animation, OpenCV, Flask, NumPy, 3D Visualization, FastAPI Fixed budget: 30 - 250 USD 2 days ago Websites, IT & Software, Mobile Phones & Computing, Design, Media & Architecture, Python, OpenCV, Flask, NumPy, 3D Rendering, 3D Modelling, 3D Animation, 3D Visualization, FastAPI Open project
Real-Time Windows Face Recognition System	250 - 750 USD	2 days ago	Client Rank - Good Payment method verified $5 608 total spent 6 hires, 1 active 1 open job 5.00 of 2 reviews Registered: Jan 25, 2021 United States 4
I need an end-to-end, live face-recognition model that runs smoothly on Windows and authenticates users from a webcam feed in real time. The pipeline must follow the architecture I already have in mind: • Feature extraction: implement Global Search ShuffleNet coupled with a Generative Adversarial Network (GSS-GAN) from scratch or by extending public research code. • Face cognition / matching: build the classifier with a Convolutional Neural Network optimised for low latency. The model should open a webcam stream, detect a face, apply GSS-GAN for robust feature vectors, and pass them through the CNN to decide whether the face belongs to an enrolled user. An accuracy benchmark on a small hold-out set is fine for now, but the live demo has to stay above 25 fps on a mid-range Windows laptop. Deliverables - Clean, well-commented Python code (TensorFlow or PyTorch) with requirements.txt - Trained weights for both GSS-GAN and CNN - A lightweight Windows app or script that launches the webcam, performs the full pipeline, and prints “Authenticated / Rejected” on screen - Short README explaining setup, training procedure, and how to add new users Acceptance criteria 1. End-to-end demo runs locally with no missing dependencies. 2. Identification accuracy ≥ 95 % on the sample set I will provide. 3. Average processing speed ≥ 25 fps on live video. If you have hands-on experience with ShuffleNet, GANs, and real-time OpenCV pipelines, this should be a straightforward build. Let me know about any prior work with similar CNN-based authentication systems and how long you’ll need to deliver the first prototype. Skills: Python, Machine Learning (ML), OpenCV, Computer Vision, Convolutional Neural Network, Generative Adversarial Network Fixed budget: 250 - 750 USD 2 days ago Websites, IT & Software, Engineering & Science, Python, OpenCV, Computer Vision, Editing, Machine Learning (ML), Convolutional Neural Network, Generative Adversarial Network Open project
SaaS Web Dashboard + Device Integration Layer	1,500 USD	2 days ago	Client Rank - Risky Payment method not verified Phone number verified 1 open job Saudi Arabia 22:37 1
Work Scope Summary 1. Edge Device Integration We will provide a small Linux-based hardware device (AI Box). Your task is to build all the software running inside it: Build a Python service to connect to local RTSP or ONVIF camera streams. Extract frames and send them securely to our backend API endpoint. Implement a simple local configuration UI served from the device (for adding camera addresses, setting sensitivity options, selecting zones, etc). Implement secure communication between the device and cloud using token-based authentication. Implement a retry mechanism and local caching when internet connection is lost. Implement the device as a Docker container running on Linux. Logging, monitoring, and safe autostart of the service on boot. Provide installation instructions, documentation, and scripts. Important: You do not build the AI model. Only the frame extraction and communication pipeline. 2. Backend API (Cloud) Build a minimal backend to receive data from the edge device. Python FastAPI or Node.js Express (prefer Python FastAPI). Endpoints to receive incoming data from the edge device. Store events into a PostgreSQL or TimescaleDB database. API endpoints for the dashboard to fetch aggregated data. Authentication system using JWT or API keys. Cron or scheduled jobs to create hourly and daily aggregations. 3. Dashboard MVP Build a clean and modern web dashboard to visualize the incoming data. React or Next.js preferred. Live metrics from the backend. Historical charts showing counts, durations, and trends. Branch selector and camera selector. Light and dark theme. User login and account system. Simple settings page to map cameras to zones. The design must be modern and professional. You may use Material UI, Ant Design, or Tailwind. Technical Requirements Strong experience in Python. Strong experience working with RTSP video streams using OpenCV or GStreamer. Experience building lightweight local UIs running on a device. Strong experience in Docker. Experience with backend development using FastAPI. Experience with PostgreSQL or TimescaleDB. Experience in building dashboards with React or Next.js. Understanding of secure communication between edge devices and cloud environments. Deliverables Fully functional Python service running on the edge device. Configuration UI hosted from the device. Backend API with documentation. Database schema and migrations. Dashboard MVP with login and visual charts. Docker files for all components. Installation instructions and documentation. What We Provide The AI model (you do not build or train it). The edge hardware device. API specifications for sending and receiving data. Example payloads and expected outputs. Access to test video streams. Preferred Experience Built systems using RTSP and real-time video before. Worked on IoT or edge device integrations. Built dashboards for operational analytics. Experience with secure cloud-to-device communication. Familiar with modern charting libraries (Chart.js, Recharts, ECharts). Client's questions: Describe your recent experience with similar projects Please list any certifications related to this project Include a link to your GitHub profile and/or website What frameworks have you worked with? Describe your approach to testing and improving QA Fixed budget: 1,500 USD 2 days ago Web, Mobile & Software Dev, Web Development Open project
Python AI Development Assistance	250 - 750 USD	2 days ago	Client Rank - Risky Payment method not verified 1 open job no reviews Registered: Dec 3, 2025 United States 1
My project centers on building an AI–driven solution in Python. I am still finalising whether the end product will lean toward a traditional machine-learning model, an NLP workflow, or a computer-vision pipeline, so I welcome suggestions on the most suitable approach once you understand the use-case. The core activities will involve shaping the problem statement with me, designing the model architecture, writing clean, modular Python code, and setting up training and evaluation routines. I may supply a dataset if it fits, or we might have to gather and prepare the data together; either way, data-handling best practices and thorough documentation are essential. Deliverables • A clear, version-controlled codebase (Git) in Python • Reproducible training / testing scripts or notebooks • A concise README explaining setup, usage, and model limitations • Brief hand-over call or walkthrough video at project close If this scope aligns with your skill set, tell me how you would approach the design and what libraries or frameworks—TensorFlow, PyTorch, scikit-learn, spaCy, OpenCV, or others—you feel would be most effective. Skills: Java, Python, Software Architecture, Machine Learning (ML), Computer Vision, Natural Language Processing, AI Model Development, AI Development Fixed budget: 250 - 750 USD 2 days ago Websites, IT & Software, Engineering & Science, Business, Accounting, Human Resources & Legal, Python, Software Architecture, Computer Vision, Editing, Machine Learning (ML), Natural Language Processing, AI Model Development, AI Development Open project
Basket Scoring Detection Script	30 - 70 USD	2 days ago	Client Rank - Medium Payment method verified 1 open job no reviews Registered: Nov 24, 2025 Ukraine 3
I have hour-long MP4 recordings of complete basketball games and need a repeatable script that pinpoints every made basket in each file. The core requirement is simple: scan the full-game video, detect when the ball goes through the hoop, and return usable information (at minimum the exact timestamps; optional but welcome are frame numbers or a lightweight event log I can sync with other data). Key parameters • Input: single-camera, full-court MP4 footage recorded at standard broadcast resolution and frame rate. • Output: a list or JSON/CSV file of “made basket” events, one line per score. • Accuracy: false positives should be minimal; I can tolerate an occasional miss but would prefer recall above 90 %. I am open to your preferred tool chain—OpenCV, PyTorch, TensorFlow, or other CV/AI libraries—provided the solution runs on a modern Windows or Linux workstation without exotic hardware dependencies. Please build the model or rule-set into a self-contained Python script (command-line driven is fine) and document any weights, config files, or environment steps needed to reproduce results. To help you start, I can share several representative MP4 clips plus my manual annotation of scoring moments for validation. I will also test the finished script on unseen games and will consider the job complete once it flags made baskets within the specified accuracy and processes a 40-minute game in reasonable time. If you have prior work in sports video analytics or object-tracking models, let me know; code samples or brief demos will speed up selection. Skills: PHP, Python, Software Architecture, Machine Learning (ML), C++ Programming, OpenCV, Data Analysis, Computer Vision Fixed budget: 30 - 70 USD 2 days ago Websites, IT & Software, Design, Media & Architecture, Engineering & Science, Business, Accounting, Human Resources & Legal, Python, Software Architecture, C++ Programming, OpenCV, Computer Vision, Machine Learning (ML), Data Analysis Open project
Computer Vision Engineer - Tennis Video Detection Pipeline	~871 - 1,741 USD	3 days ago	Client Rank - Risky Payment method not verified 1 open job no reviews Registered: Apr 28, 2016 Spain 1
I need an end-to-end computer-vision pipeline that can take raw tennis match footage and automatically 1) detect every player, ball, and racket on screen, and 2) classify what is happening at each moment. The pipeline must recognise player actions, tell different shot types apart, and keep consistent track of each player’s movement throughout the rally. Also with that information it must provide the strengths and tips to improve the movement and score from 0 to 100 depending of the quality of the shot. You are free to choose the stack you are most productive with—TensorFlow, PyTorch, YOLOv5/8, Detectron2, OpenCV, Deep SORT or ByteTrack are all perfectly acceptable as long as the end result is accurate and reproducible. I will supply a representative sample of matches for training and evaluation, and can label additional clips if the model needs more data. The system should ingest standard MP4 files, and produce: Build a detection and classification pipeline using: • Roboflow + YOLO, or • Ultralytics YOLOv8/YOLO11 + MediaPipe, or • MoveNet/SensiAI + classifier • Detect: player, racket, ball, pose, shot type. • Compute timing and technical metrics. • Generate structured JSON: "type_of_shot": "bandeja", "strengths": [], "improvements": [], "score": 82, "overlay_url": "" • Generate human-like feedback using GPT-4o or simirlar. • Benchmark latency + cost per video. • Deliver API or script ready for integration. REQUIRED SKILLS • Computer vision (YOLO, pose estimation, object tracking) • Python, OpenCV If you have previous sports-analytics or pose-estimation experience, please mention it—otherwise, strong object-detection and sequence-classification results will speak for themselves. I am ready to start as soon as we align on milestones and dataset access. Skills: C Programming, Python, Software Architecture, C++ Programming, OpenCV, Video Processing, Computer Vision, Deep Learning, Object Detection, YOLO Fixed budget: 750 - 1,500 EUR 3 days ago Websites, IT & Software, Engineering & Science, Sales & Marketing, Python, Software Architecture, C++ Programming, OpenCV, Computer Vision, Editing, Video Processing, Deep Learning, Object Detection, YOLO Open project

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