3DMPPE_POSENET_RELEASE
lightweight-human-pose-estimation.pytorch
3DMPPE_POSENET_RELEASE | lightweight-human-pose-estimation.pytorch | |
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1 | 2 | |
791 | 2,027 | |
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0.0 | 2.5 | |
almost 2 years ago | 16 days ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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3DMPPE_POSENET_RELEASE
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?
What are some alternatives?
VideoPose3D - Efficient 3D human pose estimation in video using 2D keypoint trajectories
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
Lifting-from-the-Deep-release - Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
metrabs - Estimate absolute 3D human poses from RGB images.
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
realtime-2D-to-3D-faces - Reconstructing real-time 3D faces from 2D images using deep learning.
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.