awesome-hand-pose-estimation
AlphaPose
Our great sponsors
awesome-hand-pose-estimation | AlphaPose | |
---|---|---|
1 | 4 | |
2,991 | 7,701 | |
- | 1.3% | |
5.9 | 0.0 | |
20 days ago | 4 months ago | |
Python | Python | |
- | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
awesome-hand-pose-estimation
-
Ombromanie: Creating Hand Shadow stories with Azure Speech and TensorFlow.js Handposes
'Awesome' list for hand tracking
AlphaPose
-
Help finding an appropriate model for human pose estimation
alphapose: havent tried it, but looks to run at 16fps (maybe faster?) but is only intended for research not commercial. Training script available.
-
[P] Gait Recognition in the wild
The model is an ST-GCN trained in a completely unsupervised manner, from a LOT of skeleton sequences. Pose estimation was performed with AlphaPose, and tracked using SORT.
-
Human Pose Estimation Recommendation
Link: https://github.com/MVIG-SJTU/AlphaPose
-
Tetris but you are the bricks
Pretty sure the software has improved enough to the point where it's pretty good https://github.com/MVIG-SJTU/AlphaPose
What are some alternatives?
fingerpose - TFJS based finger pose classifier for hand landmarks detected by the MediaPipe Handpose model
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
tfjs-models - Pretrained models for TensorFlow.js
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
posedance - πΊπ The TikTok Trainer! Using PoseNet, match the dancer's moves, get a high score!
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
keypoint_rcnn_training_pytorch - How to Train a Custom Keypoint Detection Model with PyTorch (Article on Medium)
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
vision_ui - This is a vision-based 3d model manipulation and control UI
lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
Naruto_Handsign_Classification - Naruto Hand Gesture Recognition with OpenCV and Transfer Learning
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.