kapao
lightweight-human-pose-estimation.pytorch
Our great sponsors
kapao | lightweight-human-pose-estimation.pytorch | |
---|---|---|
1 | 2 | |
738 | 2,021 | |
- | - | |
0.0 | 0.0 | |
over 1 year ago | about 1 month ago | |
Python | Python | |
GNU General Public License v3.0 only | Apache License 2.0 |
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.
kapao
lightweight-human-pose-estimation.pytorch
-
Help finding an appropriate model for human pose estimation
Lightweight OpenPose: Runs in realtime >20fps confirmed, training code is provided
-
How do I properly dissect a Github repo of a ML model?
Using https://github.com/Daniil-Osokin/lightweight-human-pose-estimation.pytorch as an example (or another repo, that was just one I found), could someone please give me a step by step process of how they read a repo for a research paper?
What are some alternatives?
yolov3 - YOLOv3 in PyTorch > ONNX > CoreML > TFLite
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
VIBE - Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
IkomiaApi - Deploy Computer Vision solutions with a few lines of code.
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
mediapipe - Cross-platform, customizable ML solutions for live and streaming media.
posenet-python - A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)