aquamam
openpifpaf
aquamam | openpifpaf | |
---|---|---|
3 | 1 | |
1 | 1,129 | |
- | 0.7% | |
3.6 | 3.6 | |
8 months ago | 17 days ago | |
Python | Python | |
MIT License | GNU General Public License v3.0 or later |
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aquamam
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DeepVoxels: Learning Persistent 3D Feature Embeddings
This paper is near and dear to my heart because I saw the presentation at the first and only machine learning conference I've ever attended (thanks a lot, ICML, NeurIPS (x2), and ICLR!). It's a neural rendering approach that precedes NeRF, but you can see some similarities (even more so in the follow-up paper about "Scene Representation Networks"). Sitzmann and co-authors also published a paper about using sinusoidal activations in implicit representation models at NeurIPS 2020, the same conference where the "Fourier Features" paper (which has many of the same authors as the NeRF paper) was also presented. It's always interesting to me to see how ideas in science often pop-up at the same time from different researchers (e.g., attention).
- AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions
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[R] AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions
Code for the paper can be found here.
openpifpaf
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Human Pose Estimation Recommendation
OpenPifPaf is decent, easier to install on newer systems than OpenPose imo.
What are some alternatives?
Hierarchical-Localization - Visual localization made easy with hloc
mmpose - OpenMMLab Pose Estimation Toolbox and Benchmark.
baller2vec - A multi-entity Transformer for multi-agent spatiotemporal modeling.
AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
ailia-models - The collection of pre-trained, state-of-the-art AI models for ailia SDK
lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
SuperGluePretrainedNetwork - SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
posenet-python - A Python port of Google TensorFlow.js PoseNet (Real-time Human Pose Estimation)
baller2vecplusplus - A look-ahead multi-entity Transformer for modeling coordinated agents.
tensorflow_Realtime_Multi-Person_Pose_Estimation - Multi-Person Pose Estimation project for Tensorflow 2.0 with a small and fast model based on MobilenetV3
DeepLabCut - Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
AI-basketball-analysis - :basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.