DeepPoseKit
anipose
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| DeepPoseKit | anipose | |
|---|---|---|
| 5 | 1 | |
| 379 | 333 | |
| - | - | |
| 0.0 | 6.2 | |
| almost 2 years ago | 6 days ago | |
| Python | Python | |
| Apache License 2.0 | BSD 2-clause "Simplified" License |
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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
anipose
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DeepLabCut alternatives - leap, DeepPoseKit, APT, sleap, and anipose
6 projects | 15 Jul 2022
What are some alternatives?
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.
zamba - A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos
PoseNDF - Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
reformer-pytorch - Reformer, the efficient Transformer, in Pytorch
RSCalibration - Docs and scripts to estimate a camera's rolling shutter readout time
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
cvnn - Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end
speech-emotion-recognition - A program that uses neural networks to detect emotions from pre-recorded and real-time speech