Python smpl

Open-source Python projects categorized as smpl
Edit details
Topics: 3d-human-pose Pytorch pose-estimation Computer Vision human-pose-estimation
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.
www.influxdata.com
featured

Top 6 Python smpl Projects

  • VIBE

    Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

  • ICON

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

  • 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.

    InfluxDB logo

  • 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)

    • 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

  • SMPL

    NumPy, TensorFlow and PyTorch implementation of human body SMPL model and infant body SMIL model.

  • PyMAF

    [ICCV 2021, Oral] PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop

  • HuManiFlow

    [CVPR 2023] Code repository for HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation

    • Project mention: [R] HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation | /r/MachineLearning | 2023-06-04

    Github

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python smpl related posts

  • 3D reconstruction models for human body

    10 projects | /r/computervision | 1 Dec 2021

  • Free deep learning tool for extracting animation from videos (link in post)

    1 project | /r/gamedev | 3 May 2021

Index

What are some of the best open-source smpl projects in Python? This list will help you:

Project Stars
1 VIBE 2,802
2 ICON 1,542
3 ROMP 1,274
4 SMPL 829
5 PyMAF 578
6 HuManiFlow 67

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com