Yana

manopth. MANO layer for PyTorch, generating hand meshes as a differentiable layer

useful-computer-vision-phd-resources. Lists of resources useful for my PhD in computer vision

kinetics_i3d_pytorch. Inflated i3d network with inception backbone, weights transfered from tensorflow

torch_videovision. Transforms for video datasets in pytorch

obman_train. [cvpr19] Demo, training and evaluation code for generating dense hand+object reconstructions from single rgb images

inflated_convnets_pytorch. Inflate DenseNet and ResNet as per I3D with ImageNet weight transfer

obman. [cvpr19] Hands+Objects synthetic dataset, instructions to download and code to load the dataset

handobjectconsist. [cvpr 20] Demo, training and evaluation code for joint hand-object pose estimation in sparsely annotated videos

homan. [3dv 2021] Joint fitting of hands and object from short RGB video clips

obman_render. [cvpr19] Code to generate images from the ObMan dataset, synthetic renderings of hands holding objects (or hands in isolation)

interview-prep. Notes on preparing for coding interviews during my PhD

inria-research-wiki. Wiki for my research notes

shape_sdf. Python

libyana. Utility functions that I reuse across different projects

pyrender_sdf. Minimal rendering in python for shapes defined implicitely through signed distance functions

synthetic-hands. Python

conda_colmap. CMake

multiperson. pytorch 1.6-compatible NMR

mva. Homeworks and project for the MVA (Mathematics, Vision, Learning) master

hand_pose_action. Dataset and code for the paper "First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations", CVPR 2018.

chumpy. Python

flow-toolbox. C++

MANO. A PyTorch Implementation of MANO hand model.

hourglass-hands. Jupyter Notebook

frankmocap. A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

faster_rcnn_pytorch. Faster RCNN with PyTorch

phosa. Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild

ManifoldPlus. ManifoldPlus: A Robust and Scalable Watertight Manifold Surface Generation Method for Triangle Soups

yolo2-pytorch. YOLOv2 in PyTorch

job-runner. A simple job runner utility for SLURM clusters

multidensenet. A PyTorch implementation of DenseNet, supporting multiclass and multilabel classification.

AtlasNet. This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning Mesh Synthesis". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

bodynet. BodyNet: Volumetric Inference of 3D Human Body Shapes, ECCV 2018