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adv-stickers_rhde

adversarial sticker

adversarial-attacks-pytorch

A pytorch implementations of Adversarial attacks and utils

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference

adversarial-yolov3-cowc

adversarial_yolo2

Forked for gitlab, https://gitlab.com/EAVISE/adversarial-yolo

ap-pa_aerial_patch

attads-awp

automold--road-augmentation-library

This library augments road images to introduce various real world scenarios that pose challenges for training neural networks of Autonomous vehicles. Automold is created to train CNNs in specific weather and road conditions.

bag-of-tricks-for-at

Empirical tricks for training state-of-the-art robust models on CIFAR-10

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bbox-att-detector

carla-data-export

A simple tool for generating training data from the Carla driving simulator

carla0.9.10-kitti-data-export

Using Carla to make data set similar to Kitti 3D target detection

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

dota_yolov2

dpatch

An adversarial attack on object detectors

fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

faster_rcnn_for_dota

Code used for training Faster R-CNN on DOTA

freeadversarialtraining

PyTorch Implementation of Adversarial Training for Free!

idrlnet

IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.

learning_blogs

loss-landscape

Code for visualizing the loss landscape of neural nets

mmdetection

OpenMMLab Detection Toolbox and Benchmark

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

paperlist_adv_attack_on_obj_detection

A Paperlist of Adversarial Attack on Object Detection

papers-of-robust-ml

Related papers for robust machine learning

person_reid_baseline_pytorch

:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

physical-adversarial-attack

pytorch-adversarial-training

PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.