DeepPoseKit
PoseNDF
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| DeepPoseKit | PoseNDF | |
|---|---|---|
| 5 | 1 | |
| 379 | 200 | |
| - | - | |
| 0.0 | 0.8 | |
| almost 2 years ago | about 1 year ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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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.
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
PoseNDF
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POSE-NDF — modeling human pose manifolds with neural distance fields
Project | Paper | Code
What are some alternatives?
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
SMPL - NumPy, TensorFlow and PyTorch implementation of human body SMPL model and infant body SMIL model.
6DRepNet - Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.
reformer-pytorch - Reformer, the efficient Transformer, in Pytorch
CustomPose-Classification-Mediapipe - Creating a Yoga pose classification using Mediapipe with help of OpenCV
RSCalibration - Docs and scripts to estimate a camera's rolling shutter readout time
clip-fields - Teaching robots to respond to open-vocab queries with CLIP and NeRF-like neural fields
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
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
LSTM-FCN - Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
APT - Animal Part Tracker