Projects
Top Computer Vision projects, ranked by their code.
Image and video understanding: classification, detection, segmentation, generative vision, multimodal perception and vision architectures. Each project counts in the one field it is most about, so a single great repository can lead this board.
- Ranked projects
- 12 ranked projects
- Builders
- 5 verified builders
- Builder board
- People rank on the leaderboard
Field
Ranked byProject merit
- 1First66.0Document-deliveryML Application · AdvancedThe Document-delivery repository provides a complete Dockerized system for automating university library document delivery workflows, integrating FormCycle webhooks, FastAPI API, SQLite storage, a background worker for metadata resolution and file processing, and a Streamlit…Jens Mittelbach
- 2Second60.5AlexNet-from-scratchArchitecture Reimplementation · AdvancedThe repository provides a from-scratch PyTorch implementation of the AlexNet convolutional neural network, including model definition, training loop, evaluation, and a pretrained checkpoint on the Imagenette dataset. It is intended as an educational reference and demonstration…Pop Alexandru
- 3Third59.1fourcast-livive-netEducational Implementation · AdvancedThe repository provides an interactive web application that compares four computer vision architectures (HOG+SVM, custom CNN, transfer learning, and vision foundation models) for cat vs dog classification. It includes code for dataset creation, model training (from-scratch…Jarad Peckenpaugh
- 04opencv-document-scannerOther AI Project · Python54.1ImplementationPop AlexandruComputer Vision
- 05FootballNetML Application · Jupyter Notebook48.2ImplementationSuceveanu Mircea Dan SanduComputer Vision
- 06background-subtractionEducational Implementation · Jupyter Notebook42.1ImplementationPop AlexandruComputer Vision
- 07Multi-Task-RailML Application · Jupyter Notebook40.1ImplementationSuceveanu Mircea Dan SanduComputer Vision
- 08the-land-of-wolves-redm-visualsEducational Implementation · Lua37.6ExplorationMaster MindComputer Vision
- 09enhanced-negative-promptsDataset / Data Pipeline36.5ExplorationMaster MindComputer Vision
- 10opencv-intro-freecodecampTutorial / Demo · Jupyter Notebook31.0ExplorationPop AlexandruComputer Vision
- 11motion-detectorTutorial / Demo · Python30.5ExplorationPop AlexandruComputer Vision
- 12captcha-solver-cnnEducational Implementation · Python29.0ExplorationPop AlexandruComputer Vision
Who built them
Your work, ranked
Put your projects on the Computer Vision board.
Map your GitHub, then claim your Atlas with a read-only GitHub sign-in. Every AI project of yours that clearly belongs to a field is ranked here and gets its own page you can share.