dong-tak123

DREAM

[WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System

GDSS

Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (ICML 2022)

guided-diffusion

neural-flows-experiments

Experiments for Neural Flows paper

Graph-U-Nets

Pytorch implementation of Graph U-Nets (ICML19)

TopologicalPool

pygcn

Graph Convolutional Networks in PyTorch

Awesome-Graph-level-Neural-Networks

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

GraphGym

Platform for designing and evaluating Graph Neural Networks (GNN)

Network-Science-with-Python-and-NetworkX-Quick-Start-Guide

Network Science with Python and NetworkX Quick Start Guide, published by Packt

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

awesome-3d-reconstruction-papers

A collection of 3D reconstruction papers in the deep learning era.

080228

모두의딥러닝(개정2판)

SPIN

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

HybrIK

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

ROMP

Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]

D-NeRF

gnr

Implementation of "Generalizable Neural Performer: Learning Robust Radiance Fields for Human Novel View Synthesis"

pytorch_HMR

pytorch version of "End-to-end Recovery of Human Shape and Pose"

hmr

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

100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

CPM_Pytorch

Convolutional Pose Machines (CPM) in Pytorch

awesome-hand-pose-estimation

Awesome work on hand pose estimation/tracking

awesome-human-pose-estimation

Human Pose Estimation Related Publication

metrabs

Estimate absolute 3D human poses from RGB images.

DeepLearning101

Code about DeepLearning101 Book

detr

End-to-End Object Detection with Transformers

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.