SouthCity

Insight

learning materials for PyTorch beginners

DDPM-demo

pytorch ddpm demo

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, ... 🧠

RR-Mixer

CoordFill

[AAAI 2023] CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying

spatial_projection_inpainting

Code for paper Image inpainting via spatial projections

StrDiffusion

[CVPR 2024] Structure Matters: Tackling the Semantic Discrepancy in Diffusion Models for Image Inpainting

CoPaint

Implementation of paper 'Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models'

LIGHTWEIGHT-IMAGE-INPAINTING-BY-STRIPE-WINDOW-TRANSFORMER-WITH-JOINT-ATTENTION-TO-CNN

Generative-Image-Inpainting

[AAAI2023, Oral] Official Implementation of Generative Image Inpainting with Segmentation Confusion Adversarial Training and Contrastive Learning

SketchRefiner

The official code implementation of "Towards Interactive Image Inpainting via Sketch Refinement".

M2S

Official PyTorch Code and Models of "Minutes to Seconds: Speeded-up DDPM-based Image Inpainting with Coarse-to-Fine Sampling", ICME 2024

DiffIR

This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023

FcF-Inpainting

[WACV 2023] Keys to Better Image Inpainting: Structure and Texture Go Hand in Hand

Awesome-CVPR2024-Low-Level-Vision

A Collection of Papers and Codes in CVPR2023/2022 about low level vision

MAT

MAT: Mask-Aware Transformer for Large Hole Image Inpainting

U2AFN

[ESWA 2023] Uncertainty-aware image inpainting with adaptive feedback network.

Awesome-Chinese-LLM

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

PPAP

Official pytorch implementation of "Towards Practical Plug-and-Play Diffusion Models" in CVPR2023

mamba

The Fast Cross-Platform Package Manager

llm.c

LLM training in simple, raw C/CUDA

FreeAskInternet

FreeAskInternet is a completely free, PRIVATE and LOCALLY running search aggregator & answer generate using MULTI LLMs, without GPU needed. The user can ask a question and the system will make a multi engine search and combine the search result to LLM and generate the answer based on search results. It's all FREE to use.

HairFastGAN

Official Implementation for "HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach"

VAR

[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!

DenoisingDiffusionProbabilityModel-ddpm-

This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

mural-image-inpainting

Mural image inpainting, Mural damage repair, Line drawing guided image inpainting

Swin-UMamba

Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining

ComfyUI-AniPortrait

jan

Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM)

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"