keypoint-detection

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

computer vision and sports

Image Test Time Augmentation with PyTorch!

🔥SLAM, VIsual localization, keypoint detection, Image matching, Pose/Object tracking, Depth/Disparity/Flow Estimation, 3D-graphic, etc. related papers and code

Four landmark detection algorithms, implemented in PyTorch.

Multi-person Human Pose Estimation with HRNet in Pytorch

"Learning Delicate Local Representations for Multi-Person Pose Estimation" (ECCV 2020 Spotlight) & (COCO 2019 Human Keypoint Detection Challenge Winner) & (COCO 2019 Best Paper Award)

The official PyTorch Implementation of RTM3D and KM3D for Monocular 3D Object Detection

Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.

🔥 🔥 🔥 A paper list of some recent Computer Vision(CV) works

KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations (CVPR2020)

Multi-person Human Pose Estimation with HigherHRNet in Pytorch, with TensorRT support

Fast and accurate Human Pose Estimation using ShelfNet with PyTorch

2023年西交利物浦大学动云科技GMaster战队yolo 装甲板四点模型，能量机关五点模型，区域赛视觉识别板目标检测

How to Train a Custom Keypoint Detection Model with PyTorch (Article on Medium)

2D keypoint detection with Pytorch Lightning and wandb

Count pushups from video/webcam. Tech stack: Keypoint detection, BlazePose, action recognition.

YOLOv8 object detection, tracking, image segmentation and pose estimation app using Ultralytics API (for detection, segmentation and pose estimation), as well as DeepSORT (for tracking) in Python. This app uses an UI made with streamlit and it can be deployed with Docker.

DALF is a joint image keypoint detector and descriptor for handling non-rigid deformations. It also works great under large rotations.