sunpro108's repositories

Awesome-Image-Harmonization

A curated list of papers, code and resources pertaining to image harmonization.

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CLIP

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

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clip-gen_lightning

CLIP-GEN implemnted in lightning

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CLIP-LIT

[ICCV 2023, Oral] Iterative Prompt Learning for Unsupervised Backlit Image Enhancement

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clipseg

This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".

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Context-Cluster

[ICLR 2023 Oral] Image as Set of Points

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Fooocus

Focus on prompting and generating

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gpt_academic

为ChatGPT/GLM提供图形交互界面,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持清华chatglm2等本地模型。兼容复旦MOSS, llama, rwkv, newbing, claude, claude2等

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HDNet

This is the implementation of paper 'Hierarchical Dynamic Image Harmonization'.

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Image-Generation-models

Generative models (GAN, VAE, Diffusion Models, Autoregressive Models) implemented with Pytorch, Pytorch_lightning and hydra.

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image-restoration-sde

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

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libcom

Image composition toolbox: everything you want to know about image composition

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lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

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Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

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scikit-learn

scikit-learn: machine learning in Python

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SFNet

[ICLR 2023] Selective Frequency Network for Image Restoration

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stable-diffusion-webui

Stable Diffusion web UI

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sunpro108.github.io

sunpro108's personal site

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Swin-Transformer

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

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taming-transformers

Taming Transformers for High-Resolution Image Synthesis

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The-Art-of-Linear-Algebra-zh-CN

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.

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tokenize-anything

Tokenize Anything via Prompting

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vqvae-vqgan-pytorch-lightning

VQ-VAE/GAN implementation in pytorch-lightning

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