YidFeng

MGAD-multimodal-guided-artwork-diffusion

mcvd-pytorch

Official implementation of MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation (https://arxiv.org/abs/2205.09853)

cycle-diffusion

[ICCV 2023] A latent space for stochastic diffusion models

Easy2Hard

the implementation of paper "Easy2Hard: Learning to Handle the Intractables from a Synthetic Dataset for Structure-preserving Image Smoothing"

Parametric-Contrastive-Learning

Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)

CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

VisualDL

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）

deep-visualization-toolbox

DeepVis Toolbox

FedGIMP

Official TensorFlow implementation of Federated Learning of Generative Image Priors for MRI Reconstruction (FedGIMP)

GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

deep-generative-prior

Code for deep generative prior (ECCV2020 oral)

stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

ML-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

TotalSegmentator

Tool for robust segmentation of >100 important anatomical structures in CT and MR images

stable-diffusion

A latent text-to-image diffusion model

dpm-solver

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

Extended-Analytic-DPM

Official implementation for Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models (ICML 2022), and a reimplementation of Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022)

torchimize

numerical optimization in pytorch

diffusers

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

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

rice

mmdetection

OpenMMLab Detection Toolbox and Benchmark

BlenderProc

A procedural Blender pipeline for photorealistic training image generation

copy-paste-aug

Copy-paste augmentation for segmentation and detection tasks

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

tea-action-recognition

The Pytorch code of the TEA module (Temporal Excitation and Aggregation for Action Recognition)

DRD-Net

The code of DRD-Net. Coming soon.

DPSR

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)