Repository Index

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

• ultralytics
• yolov8
• yolo
• deep-learning

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

Visual localization made easy with hloc

• deep-learning
• visual-localization
• feature-matching
• image-retrieval

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

• convolutional-neural-networks
• motion-tracking
• color-detection
• face-detection

Library for Fast and Flexible Human Pose Estimation

• tensorlayer
• tensorflow
• openpose
• pose-estimation

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

[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

• robotics
• tracking
• computer-vision
• pose-estimation

Personal project: where shoppers look, estimated from an ordinary security camera and open source AI (YOLO11, Gaze-LLE, Depth Anything V2)

• 3d-reconstruction
• blender
• camera-calibration
• cctv