misc
6DRepNet
| misc | 6DRepNet | |
|---|---|---|
| 1 | 4 | |
| 7 | 499 | |
| - | - | |
| 4.6 | 3.7 | |
| 8 months ago | about 1 month ago | |
| Python | Python | |
| MIT License | MIT License |
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misc
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Time evolution of a quantum particle in a 2D box
Check out this interactive one! The Falstad applets don't get enough love. I also have old similar source here (Reddit thread).
6DRepNet
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How to do Human Head Segmentation from images?
Well so it sounds like you want to do something like DeepFaceLab? I don't have a lot of experience with that but I believe they collect facial images based on their angles (pitch, roll and yaw) and match and merge them together. So something like this might help you there: https://github.com/thohemp/6DRepNet
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Head Pose Estimation
I found this was the easiest one to get installed and up and running: https://github.com/thohemp/6DRepNet
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[R] 6D Rotation Representation For Unconstrained Head Pose
Code for https://arxiv.org/abs/2202.12555 found: https://github.com/thohemp/6DRepNet
What are some alternatives?
taylor - Taylor will tell you why your project is SO late
pytorch-geodesic-loss - A PyTorch criterion for computing the distance between rotation matrices.
PyTorch-VAE - A Collection of Variational Autoencoders (VAE) in PyTorch.
pytorch-learn-reinforcement-learning - A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
Machine-Learning-Collection - A resource for learning about Machine learning & Deep Learning
DeepPoseKit - a toolkit for pose estimation using deep learning
PoseNDF - Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
RSCalibration - Docs and scripts to estimate a camera's rolling shutter readout time
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
DAD-3DHeads - Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).
deepface - A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python