SuwoongHeo

models

Models and examples built with TensorFlow

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

vcpkg

C++ Library Manager for Windows, Linux, and MacOS

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

pyvista

3D plotting and mesh analysis through a streamlined interface for the Visualization Toolkit (VTK)

k-diffusion

Karras et al. (2022) diffusion models for PyTorch

gin-config

Gin provides a lightweight configuration framework for Python

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

mesh_to_sdf

Calculate signed distance fields for arbitrary meshes

neurecon

Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.

instant-nsr-pl

Neural Surface reconstruction based on Instant-NGP. Efficient and customizable boilerplate for your research projects. Train NeuS in 10min!

humannerf

HumanNeRF turns a monocular video of moving people into a 360 free-viewpoint video.

HiDT

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

Facial_Details_Synthesis

[ICCV2019 Oral] Photo-Realistic Facial Details Synthesis from Single Image

ml-gaudi

StyleAvatar3D

Official repo for StyleAvatar3D

eft

visualization code for 3D human body annotation by EFT (Exemplar Fine-tuning)

InverseRenderingOfIndoorScene

SMPLicit

Implementation for the paper SMPLicit: Topology-aware Generative Model for Clothed People (CVPR 2021)

NeuralWarp

Code release of paper Improving neural implicit surfaces geometry with patch warping

SfSNet

mipnerf-pytorch

A re-implementation of mip-NeRF in PyTorch

Trescope

Trescope is a comprehensive 3D machine learning development tool devoted to improve developing experience and speed in 3D field, which helps researchers and developers to label, debug, visualize various 3D data

unsupervised-learning-intrinsic-images

Implementation of the intrinsic image decomposition algorithm described in "Learning Intrinsic Image Decomposition from Watching the World, Z. Li and N. Snavely, CVPR 2018"

TryOnGAN

TryOnGAN: Unofficial Implementation

casia1groundtruth

Groundtruth images of tampering dataset CASIA 1.0

MNET

Official PyTorch implementation of the paper "A Brand New Dance Partner:Music-Conditioned Pluralistic Dancing Synthesized by Multiple Dance Genres", CVPR 2022