TIANLE233

mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

RAFT

mmdeploy

OpenMMLab Model Deployment Framework

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

MambaOut

MambaOut: Do We Really Need Mamba for Vision?

ECANet

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

VanillaNet

Zero-DCE

Zero-DCE code and model

Lighting-the-Darkness-in-the-Deep-Learning-Era-Open

BasicVSR_PlusPlus

Official repository of "BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment"

SimpleNet

Rewrite-the-Stars

[CVPR 2024] Rewrite the Stars

Rein

[CVPR 2024] Official implement of <Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation>

RealBlur

Repository for Real-World Blur Dataset for Learning and Benchmarking Deblurring Algorithms

DL-SR

Tensorflow/keras implementation for image transformation from low-resolution (LR) image to super-resolved one, including single wide-field (WF) image super-resolution prediction and SIM reconstruction.

RAW-to-sRGB

[ICCV 2021] Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision

EFDN

Edge-enhanced Feature Distillation Network for Efficient Super-Resolution (CVPRW 2022)

AlignFormer

Official implementation of "Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera"

natural-synthetic-anomalies

Code for ECCV 2022 paper "Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization".

syenet

SYENet: A Simple Yet Effective Network for Multiple Low-Level Vision Tasks with Real-Time Performance on Mobile Device, in ICCV 2023

RepRFN

Reparameterized Residual Feature Network For Lightweight Image Super-Resolution

MDRN

Multi-level Dispersion Residual Network for Efficient Image Super-Resolution

LKDN

Large Kernel Distillation Network for Efficient Single Image Super-Resolution

MPI

Code for paper "Masked Pre-trained Model Enables Universal Zero-shot Denoiser".

LAN

imperfect-deweathering

[AAAI 2024] Official pytorch implementation of “Learning Real-World Image De-Weathering with Imperfect Supervision”

Practise

[CVPR2023] Practical Network Acceleration with Tiny Sets

SRN

FourierISP

Official implementation of AAAI-2024 paper "Enhancing RAW-to-sRGB with Decoupled Style Structure in Fourier Domain"