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2019-scalingattack

Image-Scaling Attacks and Defenses

adversarial-attacks

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

adversarial-attacks-and-defenses-on-semantic-segmentation-networks

The repo is a source code for the project on Adversarial examples on Semantic Segmentation Networks

adversarial-attacks-pytorch

PyTorch implementation of adversarial attacks.

adversarial-examples-pytorch

Implementation of Papers on Adversarial Examples

adversarial-robustness-toolbox

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

adversarial_examples

对抗样本

animegan

A Tensorflow implementation of AnimeGAN for fast photo animation ! This is the Open source of the paper <AnimeGAN: a novel lightweight GAN for photo animation>, which uses the GAN framwork to transform real-world photos into anime images.

awesome-incremental-learning

Awesome Incremental Learning

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

awesome_3dreconstruction_list

A curated list of papers & resources linked to 3D reconstruction from images.

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

dag

Adversarial Examples for Semantic Segmentation and Object Detection

dcc-xml-css-ui-demo

A CSS based User Interface demonstration for Digital Calibration Certificates (DCC)

deeplabcut

Markerless pose estimation of user-defined features with deep learning for all animals, including humans

deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

detectron2

Detectron2 is FAIR's next-generation research platform for object detection and segmentation.

detectron2-1

detectron2 windows build

detectron2-2

Implements Adversarial Examples for Semantic Segmentation and Object Detection, using PyTorch and Detectron2

detr

End-to-End Object Detection with Transformers

dl_final_project

To implement “Adversarial Examples for Semantic Segmentation and Object Detection” and “DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation” research papers and analyzing results from both implementations.

facebook_detectron2_windows_10

This repo contains the process of getting started with Facebook FAIR's detectron2 project on windows 10 without any Nvidia GPU.

fgsm-sdi

gluoncv-torch

PyTorch API for GluonCV Models

hrnet-maskrcnn-benchmark

Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).

hrnet-semantic-segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

labelme2coco

How to create custom COCO data set for instance segmentation