Top 23 Python pose-estimation Projects

• AlphaPose

  4 7,732 0.0 Python

  Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System

  

• gluon-cv

  1 5,751 1.8 Python

  Gluon CV Toolkit

  

• InfluxDB

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  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.

  

• mmpose

  31 5,048 8.0 Python

  OpenMMLab Pose Estimation Toolbox and Benchmark.

  

• DeepLabCut

  12 4,304 8.6 Python

  Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

  

• SuperGluePretrainedNetwork

  5 3,036 0.0 Python

  SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

  

• Hierarchical-Localization

  5 2,868 6.7 Python

  Visual localization made easy with hloc

  

• BlenderProc

  15 2,560 8.3 Python

  A procedural Blender pipeline for photorealistic training image generation

  

• SaaSHub

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• norfair

  4 2,297 7.0 Python

  Lightweight Python library for adding real-time multi-object tracking to any detector.

  

Project mention: Seeking Efficient Video Object Tracking and or Video Segmentation Software for Research | /r/computervision | 2023-12-07

If 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.

• lightweight-human-pose-estimation.pytorch

  2 2,027 2.5 Python

  Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

• DWPose

  3 1,907 7.4 Python

  "Effective Whole-body Pose Estimation with Two-stages Distillation" (ICCV 2023, CV4Metaverse Workshop)

  

Project mention: Solving "Filename too long" error when installing DW Pose in Automatic 1111 Stable Diffusion Web UI | /r/StableDiffusion | 2023-12-06

If 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.

• ailia-models

  4 1,840 9.8 Python

  The collection of pre-trained, state-of-the-art AI models for ailia SDK

  

• detrex

  4 1,828 6.0 Python

  detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

  

• ICON

  6 1,545 4.1 Python

  [CVPR'22] ICON: Implicit Clothed humans Obtained from Normals

• ROMP

  1 1,283 7.6 Python

  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)

Project mention: Meet TRACE: A New AI Approach for Accurate 3D Human Pose and Shape Estimation with Global Coordinate Tracking | /r/machinelearningnews | 2023-06-21

Github: https://github.com/Arthur151/ROMP

• openpifpaf

  1 1,129 3.6 Python

  Official implementation of "OpenPifPaf: Composite Fields for Semantic Keypoint Detection and Spatio-Temporal Association" in PyTorch.

  

• EPro-PnP

  1 1,055 3.5 Python

  [CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

  

• AI-basketball-analysis

  12 923 0.0 Python

  :basketball::robot::basketball: AI web app and API to analyze basketball shots and shooting pose.

• UniFormer

  5 782 3.7 Python

  [ICLR2022] official implementation of UniFormer

• kapao

  1 741 0.0 Python

  KAPAO is an efficient single-stage human pose estimation model that detects keypoints and poses as objects and fuses the detections to predict human poses.

• ActionAI

  1 724 4.3 Python

  Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints

Project mention: Show HN: Custom Action Recognition with ActionAI | news.ycombinator.com | 2023-09-23

• nerfmm

  2 539 2.0 Python

  (Arxiv 2021) NeRF--: Neural Radiance Fields Without Known Camera Parameters

  

• Lifting-from-the-Deep-release

  2 448 0.0 Python

  Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

• sleap

  1 383 8.0 Python

  A deep learning framework for multi-animal pose tracking.

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

Python pose-estimation related posts

• Solving "Filename too long" error when installing DW Pose in Automatic 1111 Stable Diffusion Web UI

  1 project | /r/StableDiffusion | 6 Dec 2023

• How to Resolve DWPose/Onnxruntime Warning (or How to Run Multiple CUDA Versions Side-by-Side)

  1 project | /r/comfyui | 27 Nov 2023

• DeepVoxels: Learning Persistent 3D Feature Embeddings

  3 projects | /r/LearningMachines | 27 Jul 2023

• AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions

  1 project | /r/LearningMachines | 8 Jul 2023

• Synthetic image Generation

  4 projects | /r/learnmachinelearning | 22 Mar 2023

• RTMPose: The All-In-One Real-time Pose Estimation Solution for R&D

  1 project | /r/artificial | 19 Mar 2023

• RTMPose: The All-In-One Real-time Pose Estimation Solution for R&D

  1 project | /r/virtualreality | 19 Mar 2023
• A note from our sponsor - InfluxDB
  www.influxdata.com | 10 May 2024

  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. Learn more →

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