SouthCity

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, ... 🧠

llm.c

LLM training in simple, raw C/CUDA

jan

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

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。

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.

mamba

The Fast Cross-Platform Package Manager

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

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.

MAT

MAT: Mask-Aware Transformer for Large Hole Image Inpainting

Awesome-CVPR2024-Low-Level-Vision

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

DiffIR

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

HairFastGAN

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

ComfyUI-AniPortrait

Swin-UMamba

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

FcF-Inpainting

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

Insight

learning materials for PyTorch beginners

CoordFill

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

DDPM-demo

pytorch ddpm demo

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'

mural-image-inpainting

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

M2S

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

SketchRefiner

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

PPAP

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

Generative-Image-Inpainting

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

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

spatial_projection_inpainting

Code for paper Image inpainting via spatial projections

RR-Mixer

U2AFN

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