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Top 23 pose-estimation Open-Source Projects
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openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
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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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kalidokit
Blendshape and kinematics calculator for Mediapipe/Tensorflow.js Face, Eyes, Pose, and Finger tracking models.
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DeepLabCut
Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans
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SuperGluePretrainedNetwork
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
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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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LoFTR
Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021, T-PAMI 2022
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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.
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DWPose
"Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)
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detrex
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
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ROMP
Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023] (by Arthur151)
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openpifpaf
Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.
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Awesome-Implicit-NeRF-Robotics
A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites
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EPro-PnP
[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation
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AI-basketball-analysis
:basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: AI "Artists" Are Lazy, and the Ultimate Goal of AI Image Generation (hint: its sloth) | /r/ArtistHate | 2023-11-25Open Pose, a multi-person keypoint detection library for body, face, hands, and foot estimation [10], is used for posing generated characters;
Project mention: Seeking Efficient Video Object Tracking and or Video Segmentation Software for Research | /r/computervision | 2023-12-07If you're familiar with Python you can try using Norfair. It's a lightweight Python library for adding real-time multi-object tracking to any detector. There are lots of examples for you to try, they mostly differ on the object detector.
Project mention: Solving "Filename too long" error when installing DW Pose in Automatic 1111 Stable Diffusion Web UI | /r/StableDiffusion | 2023-12-06If you want to install DW Pose in the Stable Diffusion Web UI (Extensions > Install from URL: https://github.com/IDEA-Research/DWPose.git) on Windows, you could be facing some issue as the Git project contains long path names. This error is not systematic as it depends on where you have installed the Automatic 1111 Stable Diffusion Web UI.
Project mention: Meet TRACE: A New AI Approach for Accurate 3D Human Pose and Shape Estimation with Global Coordinate Tracking | /r/machinelearningnews | 2023-06-21Github: https://github.com/Arthur151/ROMP
pose-estimation related posts
- Solving "Filename too long" error when installing DW Pose in Automatic 1111 Stable Diffusion Web UI
- How to Resolve DWPose/Onnxruntime Warning (or How to Run Multiple CUDA Versions Side-by-Side)
- DeepVoxels: Learning Persistent 3D Feature Embeddings
- AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions
- Offline Body Movement Analysis in the Browser
- Offline Body Movement Analysis with React
- Offline Body Movement Analysis in the Browser
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A note from our sponsor - WorkOS
workos.com | 24 Apr 2024
Index
What are some of the best open-source pose-estimation projects? This list will help you:
Project | Stars | |
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1 | openpose | 29,802 |
2 | AlphaPose | 7,701 |
3 | gluon-cv | 5,751 |
4 | kalidokit | 5,197 |
5 | mmpose | 4,969 |
6 | DeepLabCut | 4,283 |
7 | SuperGluePretrainedNetwork | 2,906 |
8 | Hierarchical-Localization | 2,816 |
9 | BlenderProc | 2,536 |
10 | norfair | 2,289 |
11 | LoFTR | 2,063 |
12 | lightweight-human-pose-estimation.pytorch | 2,022 |
13 | pytorch-openpose | 1,957 |
14 | DWPose | 1,872 |
15 | ailia-models | 1,814 |
16 | detrex | 1,814 |
17 | ICON | 1,541 |
18 | ROMP | 1,266 |
19 | openpifpaf | 1,127 |
20 | Awesome-Implicit-NeRF-Robotics | 1,115 |
21 | EPro-PnP | 1,047 |
22 | PoseEstimationForMobile | 991 |
23 | AI-basketball-analysis | 922 |
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