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 YOLO 🚀

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

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

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

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

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

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

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

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

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

Low-code framework for building custom LLMs, neural networks, and other AI models

• deep-learning
• deeplearning
• deep
• learning
• machine-learning
• machinelearning

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

• segmentation
• image-processing
• pspnet
• unet
• unet-pytorch
• pytorch

A collaboration friendly studio for NeRFs

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

🐍 Geometric Computer Vision Library for Spatial AI

• computer-vision
• image-processing
• machine-learning
• pytorch
• deep-learning
• neural-network

Refine high-quality datasets and visual AI models

• machine-learning
• artificial-intelligence
• deep-learning
• computer-vision
• developer-tools
• data-science

Fast and Accurate ML in 3 Lines of Code

• automl
• machine-learning
• data-science
• deep-learning
• ensemble-learning
• computer-vision

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

• computer-vision
• deep-learning
• image-background-removal
• image-processing
• image-segmentation
• u-2-net

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

• computer-vision
• machine-learning
• ai
• matting
• deep-learning

Effortless data labeling with AI support from Segment Anything and other awesome models.

• sam
• yolo
• deep-learning
• clip
• object-detection
• pose-estimation

Real-Time High-Resolution Background Matting

• computer-vision
• machine-learning
• matting
• real-time