DeepPoseKit
speech-emotion-recognition
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| DeepPoseKit | speech-emotion-recognition | |
|---|---|---|
| 5 | 1 | |
| 379 | 17 | |
| - | - | |
| 0.0 | 1.8 | |
| almost 2 years ago | almost 2 years 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
speech-emotion-recognition
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4 tips for creating an impressive data science portfolio on GitHub
So instead of investing more time on these datasets, pick a new one of your own interest, apply different models and answer questions that you'd find insightful. I personally focused on projects that reflect my interest in Linguistics and NLP – you can explore data related to your experience or the industry you'd like to work in.
What are some alternatives?
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
Neural-Voice-Cloning-With-Few-Samples - This repository has implementation for "Neural Voice Cloning With Few Samples"
6DRepNet - Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.
speech-music-detection - Python framework for Speech and Music Detection using Keras.
PoseNDF - Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
deepface - A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
reformer-pytorch - Reformer, the efficient Transformer, in Pytorch
psych-verbs - Research experiment design and classification of Romanian emotion verbs
RSCalibration - Docs and scripts to estimate a camera's rolling shutter readout time
world-languages - Data analysis & visualization on the vulnerability status of the world's languages
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
movie-recommender - Movie recommender system based on Non-Negative Matrix Factorization and Singular Value Decomposition, with a Flask web interface