lightweight-human-pose-estimation.pytorch
kapao
lightweight-human-pose-estimation.pytorch | kapao | |
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2 | 1 | |
2,023 | 741 | |
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2.5 | 0.0 | |
8 days ago | over 1 year ago | |
Python | Python | |
Apache License 2.0 | GNU General Public License v3.0 only |
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lightweight-human-pose-estimation.pytorch
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Help finding an appropriate model for human pose estimation
Lightweight OpenPose: Runs in realtime >20fps confirmed, training code is provided
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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?
kapao
What are some alternatives?
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
yolov3 - YOLOv3 in PyTorch > ONNX > CoreML > TFLite
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
openpifpaf - Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
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.
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)