Schuture

stable-diffusion-webui

Stable Diffusion web UI

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

MiniGPT-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

diffusers

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

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

medical-data

glide-text2im

GLIDE: a diffusion-based text-conditional image synthesis model

min-dalle

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

loss-landscape

Code for visualizing the loss landscape of neural nets

diffusiondb

A large-scale text-to-image prompt gallery dataset based on Stable Diffusion

stable-diffusion-inspector

read pnginfo in stable diffusion generated images / inspect models

ImageReward

[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation

improved-aesthetic-predictor

CLIP+MLP Aesthetic Score Predictor

ViT

Implementing Vi(sion)T(transformer)

SyntheticTumors

[CVPR 2023] Label-Free Liver Tumor Segmentation

align_sd

Better Aligning Text-to-Image Models with Human Preference. ICCV 2023

coursera-ai-for-medicine-specialization

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Benchmarking-Awesome-Diffusion-Models

The benchmark of SOTA text-to-image diffusion models with a new benchmarking strategy based on MiniGPT-4, namely X-IQE.

Meta-Weight-Net_Code-Optimization

A new code framework that uses pytorch to implement meta-learning, and takes Meta-Weight-Net as an example.

Meta-USCL

[IEEE TMI] Meta UltraSound Contrastive Learning (Meta-USCL)

AutoLR

AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks

GenesisLung

Transferability-of-Pre-trained-DNNs