SMPL VS PoseNDF

Compare SMPL vs PoseNDF and see what are their differences.

SMPL

NumPy, TensorFlow and PyTorch implementation of human body SMPL model and infant body SMIL model. (by CalciferZh)
Graphics graphics-3d smpl pose Body
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PoseNDF

Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields (by garvita-tiwari)
neural-fields neuralimplicit pose pose-estimation
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SMPL PoseNDF
1 1
829 200
- -
1.8 0.8
about 2 years ago about 1 year ago
Python Python
MIT License GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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SMPL

Posts with mentions or reviews of SMPL. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-01.

PoseNDF

Posts with mentions or reviews of PoseNDF. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing SMPL and PoseNDF you can also consider the following projects:

smplx - SMPL-X

DeepPoseKit - a toolkit for pose estimation using deep learning

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

6DRepNet - Official Pytorch implementation of 6DRepNet: 6D Rotation representation for unconstrained head pose estimation.

hmr - Project page for End-to-end Recovery of Human Shape and Pose

CustomPose-Classification-Mediapipe - Creating a Yoga pose classification using Mediapipe with help of OpenCV

videoavatars - This repository contains code corresponding to the paper Video based reconstruction of 3D people models.

clip-fields - Teaching robots to respond to open-vocab queries with CLIP and NeRF-like neural fields

pifuhd - High-Resolution 3D Human Digitization from A Single Image.

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

SPIN - Repository for the paper "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop"

Anatomy3D - Anatomy-aware 3D Human Pose Estimation in Videos

SMPL vs smplx PoseNDF vs DeepPoseKit SMPL vs VIBE PoseNDF vs 6DRepNet SMPL vs hmr PoseNDF vs CustomPose-Classification-Mediapipe SMPL vs videoavatars PoseNDF vs clip-fields SMPL vs pifuhd PoseNDF vs AlphaPose SMPL vs SPIN SMPL vs Anatomy3D