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Ruini94's Projects

auto-attack icon auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

bid icon bid

Code for Blind Image Decomposition (BID) and Blind Image Decomposition network (BIDeN). ECCV, 2022.

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deepupe_pytorch icon deepupe_pytorch

unofficial inplementation of paper Underexposed Photo Enhancement using Deep Illumination Estimation(2019 CVPR)

diffattack icon diffattack

An unrestricted attack based on diffusion models that can achieve both good transferability and imperceptibility.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

grounded-segment-anything icon grounded-segment-anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

hdrnet-pytorch icon hdrnet-pytorch

Unofficial PyTorch implementation of 'Deep Bilateral Learning for Real-Time Image Enhancement', SIGGRAPH 2017 https://groups.csail.mit.edu/graphics/hdrnet/

hwmnet icon hwmnet

Half Wavelet Attention on M-Net+ for Low-light Image Enhancement

lapgan icon lapgan

(Pytorch)Implementation of LAPGAN. (Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks)

mbllen.pytorch icon mbllen.pytorch

Unofficial PyTorch Code for “MBLLEN: Low-light Image/Video Enhancement Using CNNs”, BMVC 2018.

pytorch-cifar100 icon pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

restormer icon restormer

A PyTorch implementation of Restormer based on CVPR 2022 paper "Restormer: Efficient Transformer for High-Resolution Image Restoration"

rianet icon rianet

The project is the official test implementation of "An End-to-End Retinex-based Illumination Attention Low-light Enhancement Network for Autonomous Driving at Night"

surroundnet icon surroundnet

Implement of paper: SurroundNet: Towards Effective Low-Light ImageEnhancemen

torch-scan icon torch-scan

Useful information about PyTorch modules (FLOPs, MACs, receptive field, etc.)

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