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6DRepNet Alternatives
Similar projects and alternatives to 6DRepNet
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pytorch-geodesic-loss
A PyTorch criterion for computing the distance between rotation matrices.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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.
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Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
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PoseNDF
Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
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deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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face-parsing.PyTorch
Using modified BiSeNet for face parsing in PyTorch
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U-2-Net
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
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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).
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better 6DRepNet alternative or higher similarity.
6DRepNet reviews and mentions
Posts with mentions or reviews of 6DRepNet.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-27.
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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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[R] 6D Rotation Representation For Unconstrained Head Pose
Abstract: In this paper, we present a method for unconstrained end-to-end head pose estimation. We address the problem of ambiguous rotation labels by introducing the rotation matrix formalism for our ground truth data and propose a continuous 6D rotation matrix representation for efficient and robust direct regression. This way, our method can learn the full rotation appearance which is contrary to previous approaches that restrict the pose prediction to a narrow-angle for satisfactory results. In addition, we propose a geodesic distance-based loss to penalize our network with respect to the SO(3) manifold geometry. Experiments on the public AFLW2000 and BIWI datasets demonstrate that our proposed method significantly outperforms other state-of-the-art methods by up to 20%. We open-source our training and testing code along with our pre-trained models: https://github.com/thohemp/6DRepNet.
Code for https://arxiv.org/abs/2202.12555 found: https://github.com/thohemp/6DRepNet
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A note from our sponsor - WorkOS
workos.com | 16 Apr 2024
Stats
Basic 6DRepNet repo stats
4
491
3.7
20 days ago
thohemp/6DRepNet is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of 6DRepNet is Python.
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