DeepPoseKit
reformer-pytorch
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| DeepPoseKit | reformer-pytorch | |
|---|---|---|
| 5 | 2 | |
| 379 | 2,052 | |
| - | - | |
| 0.0 | 1.8 | |
| almost 2 years ago | 10 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT 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
reformer-pytorch
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[D] How to do Long Text ( > 10k tokens) Summarization?
The lucidrains implementation of Reformer can handle tens of thousands of tokens on Google Colab (with batch size 1).
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[R]How to go about non-reproducible research?
This is what I call great code : https://github.com/lucidrains/reformer-pytorch
What are some alternatives?
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
vit-pytorch - Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
6DRepNet - Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.
simpleT5 - simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.
PoseNDF - Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
performer-pytorch - An implementation of Performer, a linear attention-based transformer, in Pytorch
RSCalibration - Docs and scripts to estimate a camera's rolling shutter readout time
Fast-Transformer - An implementation of Fastformer: Additive Attention Can Be All You Need, a Transformer Variant in TensorFlow
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
Conformer - An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras