fusiming3

Siming Fu's starred repositories

StablePose

Official Pytorch Implementation of Paper - Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation

Language:PythonGPL-3.07700

MV-VTON

MV-VTON: Multi-View Virtual Try-On with Diffusion Models

Language:Python6500

MaskGIT-pytorch

Pytorch implementation of MaskGIT: Masked Generative Image Transformer (https://arxiv.org/pdf/2202.04200.pdf)

Language:PythonMIT39200

Parts2Whole

[Arxiv 2024] From Parts to Whole: A Unified Reference Framework for Controllable Human Image Generation

Language:PythonMIT14200

FreeCustom

[CVPR 2024] Official PyTorch implementation of FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition

Language:PythonMIT5300

MS-Diffusion

Official implementation of MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance

Language:PythonMIT4600

sdxl-dreambooth-finetune

SDXL 1.0 DreamBooth Finetune with Diffusers

Language:PythonApache-2.0800

datapipelines

Iterable datapipelines for pytorch training.

Language:PythonMIT7000

PCDMs

Implementation code：Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models

Language:Jupyter NotebookApache-2.012800

novelai-aspect-ratio-bucketing

Implementation of aspect ratio bucketing for training generative image models as described in: https://blog.novelai.net/novelai-improvements-on-stable-diffusion-e10d38db82ac

Language:PythonMIT33700

IDM-VTON

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

Language:Python293000

SinDiffusion

Official Implementation of SinDiffusion: Learning a Diffusion Model from a Single Natural Image

Language:PythonApache-2.027500

photoswap

Official implementation of the NeurIPS 2023 paper "Photoswap: Personalized Subject Swapping in Images"

Language:Jupyter NotebookMIT33300

Awesome-Diffusion-Model-Based-Image-Editing-Methods

Diffusion Model-Based Image Editing: A Survey (arXiv)

MIT34800

BrushNet

The official implementation of paper "BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion"

Language:PythonNOASSERTION111900

PixArt-alpha

PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis

Language:PythonAGPL-3.0248800

SSR_Encoder

Pytorch Implementation of "SSR-Encoder: Encoding Selective Subject Representation for Subject-Driven Generation"(CVPR 2024)

Language:Python7000

LaVIT

LaVIT: Empower the Large Language Model to Understand and Generate Visual Content

Language:Jupyter NotebookNOASSERTION42100

MGM

Official repo for "Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models"

Language:PythonApache-2.0306400

Paint-by-Sketch

Stable Diffusion-based image manipulation method with a sketch and reference image

Language:PythonMIT17100

ControlCom-Image-Composition

A controllable image composition model which could be used for image blending, image harmonization, view synthesis.

Language:Python11900

[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!

Language:PythonMIT373100