Repository Index

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

• ultralytics
• yolov8
• yolo
• deep-learning

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

• yolov5
• object-detection
• pytorch
• onnx

OpenMMLab Detection Toolbox and Benchmark

• object-detection
• instance-segmentation
• fast-rcnn
• faster-rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

• mask-rcnn
• tensorflow
• object-detection
• instance-segmentation

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

• object-detection
• instance-segmentation
• faster-rcnn
• mask-rcnn

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

• yolox
• yolov3
• onnx
• tensorrt

PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.

• yolov3
• object-detection
• yolo
• deep-learning

A Simple and Versatile Framework for Object Detection and Instance Recognition

• mxnet
• object-detection
• instance-segmentation

A library for prototyping realtime hand detection (bounding box), directly in the browser.

• javascript
• javascript-library
• handtracking
• neural-networks

High level network definitions with pre-trained weights in TensorFlow

• tensorflow
• model
• zoo
• deep-learning

Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.

• core-ml
• mps
• metal
• machine-learning

Build fully-functioning computer vision models with PyTorch

• object-detection
• machine-learning
• computer-vision
• python

Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website.

A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.

• 3d-object-detection
• 3d-detection
• 3d-deep-learning
• pytorch

ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite

• ros
• ros-kinetic
• ros-packages
• rviz