PoseNDF
DeepPoseKit
| PoseNDF | DeepPoseKit | |
|---|---|---|
| 1 | 5 | |
| 200 | 379 | |
| - | - | |
| 0.8 | 0.0 | |
| about 1 year ago | almost 2 years ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
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PoseNDF
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POSE-NDF — modeling human pose manifolds with neural distance fields
Project | Paper | Code
DeepPoseKit
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DeepLabCut alternatives - leap, DeepPoseKit, APT, sleap, and anipose
6 projects | 15 Jul 2022
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I want to create a pill counter using points instead of bounding boxes. What model should I train from?
Or a variation called DeepPoseKit - https://github.com/jgraving/DeepPoseKit which hasn't been as updated as recently but is easier to batch / code.
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How do I crop out the face mask from the images?
If you want to do the NN solution, I'd record some videos of the papers being held, toss those into DeepPoseKit to create my landmarks, then use a polygon mask to slice the image.
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Web app that digitizes the chessboard positions in pictures from any angle
To get the board corners I estimated them with deepposekit. https://github.com/jgraving/DeepPoseKit
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[R]How to go about non-reproducible research?
This is what I call a disgusting code : https://github.com/jgraving/deepposekit
What are some alternatives?
SMPL - NumPy, TensorFlow and PyTorch implementation of human body SMPL model and infant body SMIL model.
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
6DRepNet - Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.
CustomPose-Classification-Mediapipe - Creating a Yoga pose classification using Mediapipe with help of OpenCV
reformer-pytorch - Reformer, the efficient Transformer, in Pytorch
clip-fields - Teaching robots to respond to open-vocab queries with CLIP and NeRF-like neural fields
RSCalibration - Docs and scripts to estimate a camera's rolling shutter readout time
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
pycopent - Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python
LSTM-FCN - Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
APT - Animal Part Tracker