6DRepNet
PoseNDF
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| 6DRepNet | PoseNDF | |
|---|---|---|
| 4 | 1 | |
| 499 | 200 | |
| - | - | |
| 3.7 | 0.8 | |
| about 1 month ago | about 1 year ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
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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
PoseNDF
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POSE-NDF — modeling human pose manifolds with neural distance fields
Project | Paper | Code
What are some alternatives?
pytorch-geodesic-loss - A PyTorch criterion for computing the distance between rotation matrices.
DeepPoseKit - a toolkit for pose estimation using deep learning
PyTorch-VAE - A Collection of Variational Autoencoders (VAE) in PyTorch.
SMPL - NumPy, TensorFlow and PyTorch implementation of human body SMPL model and infant body SMIL model.
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.
CustomPose-Classification-Mediapipe - Creating a Yoga pose classification using Mediapipe with help of OpenCV
Machine-Learning-Collection - A resource for learning about Machine learning & Deep Learning
clip-fields - Teaching robots to respond to open-vocab queries with CLIP and NeRF-like neural fields
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
RSCalibration - Docs and scripts to estimate a camera's rolling shutter readout time
taylor - Taylor will tell you why your project is SO late