SugarMasuo

PlotNeuralNet

Latex code for making neural networks diagrams

AISP

2D AI-NR model for raw images, including dataset、training、infer.

colour

Colour Science for Python

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

pixkit

HDR_Toolbox

HDR Toolbox for processing High Dynamic Range (HDR) images into MATLAB and Octave

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods, ICCV 2019

aster.pytorch

ASTER in Pytorch

unprocessing

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

ACNet

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

RepVGG

RepVGG

RepVGG: Making VGG-style ConvNets Great Again

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

BSRN

Blueprint Separable Residual Network for Efficient Image Super-Resolution

RLFN

Winner of runtime track in NTIRE 2022 challenge on Efficient Super-Resolution

CBUnet

Official code of the "Rendering Nighttime Image Via Cascaded Color and Brightness Compensation"

night-sight

This is a github to host the webpage for: Handheld Mobile Photography in Very Low Light

CIRKD

[CVPR-2022] Official implementations of CIRKD: Cross-Image Relational Knowledge Distillation for Semantic Segmentation and implementations on Cityscapes, ADE20K, COCO-Stuff., Pascal VOC and CamVid.

FGD

Focal and Global Knowledge Distillation for Detectors (CVPR 2022)

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

AdaInt

[CVPR 2022] Official PyTorch Implementation of "AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement" (https://arxiv.org/abs/2204.13983)

GleNet

Image-Adaptive-3DLUT

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

TextZoom

A super-resolution dataset of paired LR-HR scene text images

TextSR

Efficient-PyTorch

My best practice of training large dataset using PyTorch.