Top Python Computer vision repositories on GitHub

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

• deep-learning
• book
• notebook
• natural-language-processing
• computer-vision
• machine-learning

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

• ultralytics
• yolov8
• yolo
• deep-learning
• image-classification
• machine-learning

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

• yolov5
• object-detection
• pytorch
• onnx
• coreml
• tflite

Learn it. Build it. Ship it for others.

• agents
• ai
• ai-agents
• ai-engineering
• computer-vision
• course

We write your reusable computer vision tools. 💜

• computer-vision
• image-processing
• python
• yolo
• instance-segmentation
• object-detection

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook
• computer-vision
• natural-language-processing

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

• artificial-intelligence
• attention-mechanism
• transformers
• computer-vision
• image-classification

Image-to-Image Translation in PyTorch

• pytorch
• gan
• cyclegan
• pix2pix
• deep-learning
• computer-vision

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

• computer-graphics
• computer-vision
• radiance-field

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

• nlp
• datasets
• pytorch
• tensorflow
• pandas
• numpy

Datasets, Transforms and Models specific to Computer Vision

• computer-vision
• machine-learning

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

• video-annotation
• computer-vision
• computer-vision-annotation
• deep-learning
• image-annotation
• annotation-tool

Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

• image-annotation
• python
• computer-vision
• annotations
• deep-learning
• semantic-segmentation

Face recognition using Tensorflow

• face-recognition
• tensorflow
• facenet
• deep-learning
• computer-vision
• face-detection

An open source implementation of CLIP.

• deep-learning
• pytorch
• computer-vision
• language-model
• multi-modal-learning
• contrastive-loss

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

• deep-learning
• pytorch
• grad-cam
• visualizations
• interpretability
• interpretable-ai

Node-based Visual Programming Toolbox

• photogrammetry
• computer-vision
• 3d-reconstruction
• alicevision
• structure-from-motion
• multi-view-stereo

A MNIST-like fashion product database. Benchmark :point_down:

• mnist
• deep-learning
• benchmark
• machine-learning
• dataset
• computer-vision

A collaboration friendly studio for NeRFs

• nerf
• pytorch
• 3d
• 3d-graphics
• 3d-reconstruction
• computer-vision