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3d-multibodies

Code for paper 3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data

akashsengupta1997.github.io

author-kit

bedlam

continuous_optimisation

Suite of non-gradient-based continuous optimisation algorithms.

cvpr-latex-template

Extended LaTeX template for CVPR/ICCV papers

danet-3dhumanreconstruction

Code for "Learning 3D Human Shape and Pose from Dense Body Parts"

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

diffhuman

Project page for the CVPR 2024 paper: "DiffHuman: Probabilistic Photorealistic 3D Reconstruction of Humans"

dynaboa

Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation

enet_human_part_segmentation

Quick and dirty human part segmentation code using ENet.

expose

ExPose - EXpressive POse and Shape rEgression

flame_pytorch

This is a implementation of the 3D FLAME model in PyTorch

graphcmr

Repository for the paper "Convolutional Mesh Regression for Single-Image Human Shape Reconstruction"

hierarchicalprobabilistic3dhuman

Code repository for the paper: Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild (ICCV 2021)

hmr

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

humaniflow

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

hybrik

Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021

i2l-meshnet_release

Official PyTorch implementation of "I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image", ECCV 2020

indirect_learning_pose-shape

3D human shape and pose estimation using indirect learning.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

meva

Official implementation of ACCV 2020 paper "3D Human Motion Estimation via Motion Compression and Refinement" (Identical repo to https://github.com/KlabCMU/MEVA, will be kept in sync)

mlmodels

Numpy implementations of basic ML algorithms.

neural_body_fitting

neural_renderer

A PyTorch port of the Neural 3D Mesh Renderer

pare

Code for ICCV2021 paper PARE: Part Attention Regressor for 3D Human Body Estimation

phd-thesis-template

A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)

pixie

prohmr

Repository for "Probabilistic Modeling for Human Mesh Recovery"

public_prob_orientation_estimation_with_matrix_fisher_distributions