Keypoint_Communities
lightweight-human-pose-estimation.pytorch
| Keypoint_Communities | lightweight-human-pose-estimation.pytorch | |
|---|---|---|
| 1 | 2 | |
| 267 | 2,023 | |
| - | - | |
| 2.6 | 2.5 | |
| 7 months ago | 5 days ago | |
| Python | Python | |
| MIT License | 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.
Keypoint_Communities
-
[R] Keypoint Communities
github: https://github.com/duncanzauss/keypoint_communities
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?
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
human-action-classification - This repository allows you to classify 40 different human actions. Pose detection, estimation and classification is also performed. Poses are classified into sitting, upright and lying down.
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
kapao - KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.
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)
trt_pose - Real-time pose estimation accelerated with NVIDIA TensorRT