Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

A curated list of resources for model inversion attack (MIA).

Official code for the paper "StreamMultiDiffusion: Real-Time Interactive Generation with Region-Based Semantic Control."

The "Python Machine Learning (3rd edition)" book code repository

Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation

Free ChatGPT API Key，免费ChatGPT API，支持GPT4 API（免费），ChatGPT国内可用免费转发API，直连无需代理。可以搭配ChatBox等软件/插件使用，极大降低接口使用成本。国内即可无限制畅快聊天。

IQA: Deep Image Structure and Texture Similarity Metric

CLIP-based aesthetics predictor inspired by the interface of 🤗 huggingface transformers.

A linear estimator on top of clip to predict the aesthetic quality of pictures

CLIP+MLP Aesthetic Score Predictor

📚 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

常用机器学习算法的简单手写实现，帮助更好理解算法

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

Compute FID scores with PyTorch.

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Minimal keyword extraction with BERT

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

基于扩散模型stable diffusion的T恤图案设计和基于HR-VITON的虚拟试衣项目

扩散模型原理和pytorch代码实现初学资料汇总

A latent text-to-image diffusion model

Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

PyTorch DDPM implementation

基于CycleGAN的水墨画风格迁移网络