DeepPoseKit
pose-tensorflow
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DeepPoseKit | pose-tensorflow | |
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5 | 1 | |
379 | 1,133 | |
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0.0 | 10.0 | |
almost 2 years ago | over 4 years ago | |
Python | C++ | |
Apache License 2.0 | GNU Lesser General Public License v3.0 only |
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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
pose-tensorflow
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I want to create a pill counter using points instead of bounding boxes. What model should I train from?
Also DeepLabCut uses primarily videos. It's built on the stacked hourglass method from this repo: https://github.com/eldar/pose-tensorflow
What are some alternatives?
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
mmdetection - OpenMMLab Detection Toolbox and Benchmark
6DRepNet - Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.
PoseNDF - Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
CenterNet - Object detection, 3D detection, and pose estimation using center point detection:
reformer-pytorch - Reformer, the efficient Transformer, in Pytorch
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
RSCalibration - Docs and scripts to estimate a camera's rolling shutter readout time
OpenCV - Open Source Computer Vision Library
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