Mingu Kang's repositories
pytorch-adversarial-attack
Implementation of gradient-based adversarial attack(FGSM,MI-FGSM,PGD)
Mixmatch-pytorch-SSL
An unofficial PyTorch implementation of MixMatch - A Holistic Approach to Semi-Supervised Learning
pytorch-SSD300
Pytorch Implementation for SSD300
Basic_Img_Classification
Basic_Img_Classification
BDD100k-object-detection
Object Detection task on BDD100K based on MMDetection
da-faster-rcnn-PyTorch
An unofficial implementation of 'Domain Adaptive Faster R-CNN for Object Detection in the Wild ’
DeepLabV3Plus-Pytorch
DeepLabv3, DeepLabv3+ and pretrained weights on VOC & Cityscapes
UGATIT-pytorch
[Forked] Official PyTorch implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation
defensegan
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
faster-rcnn-bdd100k
Object detection bdd100k with faster-rcnn
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
few-shot
Repository for few-shot learning machine learning projects
FewShotPapers
This repository contains few-shot learning (FSL) papers mentioned in our FSL survey.
ForkGAN
ForkGAN: Seeing into the rainy night. ECCV 2020 (oral). A task-agnostic image translation framework that can boost multiple vision tasks in adverse weather conditions, including localization, semantic segmentation and object detection.
Non-Local-NN-Pytorch
PyTorch implementation of Non-Local Neural Networks (https://arxiv.org/pdf/1711.07971.pdf)
Object-detection-and-segmentation-for-self-driving-cars
Utilize bdd100k dataset and mask r-cnn to detect and recognize objects for self driving cars
pytorch-adversarial-domain-adaptation
Pytorch implementation of adversarial domain adaptation algorithm
pytorch-CycleGAN
Pytorch implementation of CycleGAN
Resilience_against_AEs
Malware Image Classification
SegFormer
Official PyTorch implementation of SegFormer
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.