lightweight-human-pose-estimation.pytorch
posenet-python
lightweight-human-pose-estimation.pytorch | posenet-python | |
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2 | 1 | |
2,023 | 482 | |
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2.5 | 0.0 | |
8 days ago | over 1 year ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
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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?
posenet-python
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Trying out the Tensorflow.js version of "PoseNet", created by Dan Oved in collaboration with Google Creative Labs. As you can see, the model runs within your browser smoothly and in real-time which is due to the help of hardware-accelerated Tensorflow.js. Visit https://lnkd.in/d4SR7Je
rwightman -- posenet-python : is this the tensorflow version for python implementation?
What are some alternatives?
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
Keras - Deep Learning for humans
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
evopose2d - EvoPose2D is a two-stage human pose estimation model that was designed using neuroevolution. It achieves state-of-the-art accuracy on COCO.
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
metrabs - Estimate absolute 3D human poses from RGB images.
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.