t00350320

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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, ... 🧠

ComfyUI

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

ControlNet

Let us control diffusion models!

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

IP-Adapter

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

multidiffusion-upscaler-for-automatic1111

Tiled Diffusion and VAE optimize, licensed under CC BY-NC-SA 4.0

sd-forge-layerdiffuse

[WIP] Layer Diffusion for WebUI (via Forge)

diffusion

Denoising Diffusion Probabilistic Models

T2I-Adapter

T2I-Adapter

prompt-to-prompt

PixArt-alpha

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

LayerDiffuse

Transparent Image Layer Diffusion using Latent Transparency

FreeU

FreeU: Free Lunch in Diffusion U-Net (CVPR2024 Oral)

ComfyUI-layerdiffuse

Layer Diffuse custom nodes

BrushNet

[ECCV 2024] The official implementation of paper "BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion"

CrossAttentionControl

Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

spatial-transformer-network

A Tensorflow implementation of Spatial Transformer Networks.

paint-with-words-sd

Implementation of Paint-with-words with Stable Diffusion : method from eDiff-I that let you generate image from text-labeled segmentation map.

mixture-of-diffusers

Mixture of Diffusers for scene composition and high resolution image generation

Forgedit

Perturbed-Attention-Guidance

Official implementation of "Perturbed-Attention Guidance"

FineControlNet

Official Pytorch Implementation of "FineControlNet: Fine-level Text Control for Image Generation with Spatially Aligned Text Control Injection", 2023

FouriScale

Official implementation of FouriScale (ECCV2024)

mulan-code

shape-guided-diffusion

Official PyTorch Implementation for Shape-Guided Diffusion with Inside-Outside Attention, WACV 2024

DiffusersExample

TargetControl

Controllable Text-to-Image Generation with Customized Guidance on Appearance and Position, w/ Stable Diffusion

instantid_with_ipa