wangkai930418

AI-Face-FairnessBench

Dimba

Transformer-Mamba Diffusion Models

IDM-VTON

IDM-VTON : Improving Diffusion Models for Authentic Virtual Try-on in the Wild

tryondiffusion

TryOnDiffusion: A Tale of Two UNets Implementation

PatchScaler

PatchScaler: An Efficient Patch-independent Diffusion Model for Super-Resolution

fondant-usecase-controlnet

Example Fondant pipeline preparing data to train a Controlnet model

fondant-clip-index

Create a CLIP index for an image dataset with Fondant

WB_sRGB

White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

DMPlug

This is the official implementation of "DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models".

Marigold

[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

refiners

A microframework on top of PyTorch with first-class citizen APIs for foundation model adaptation

layerdiffuse

Implementation of layer diffuse inference using refiners

AdvUnlearn

Official implementation of "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models"

insightface

State-of-the-art 2D and 3D Face Analysis Project

HunyuanDiT

Hunyuan-DiT : A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding

ELLA

ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment

talc

2d-gaussian-splatting

[SIGGRAPH'24] 2D Gaussian Splatting for Geometrically Accurate Radiance Fields

visual_anagrams

Code for the paper "Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models"

RDDM

CVPR 2024: Residual Denoising Diffusion Models

research-GANwriting

Source code for ECCV20 "GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images"

MachineUnlearning-DocClassification

Official Implementation for ICDAR2024 paper "Machine Unlearning for Document Classification"

DE-GAN

Document Image Enhancement with GANs - TPAMI journal

SSL-OCR

Text-DIAE: A Self-Supervised Degradation Invariant Autoencoders for Text Recognition and Document Enhancement - AAAI 2023

VAR

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

CoMat

Official code for 💫CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching

tifa

TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering

T2I-CompBench

[Neurips 2023] T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation

Diffuser-layerdiffuse

Unofficial implementation of Layer Diffuse in diffusers