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adversarial_image_defenses

Countering Adversarial Image using Input Transformations.

albumentations

fast image augmentation library and easy to use wrapper around other libraries

augmentor

Image augmentation library in Python for machine learning.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

cascade_adv_training

cbnet

Composite Backbone Network

centernet

Object detection, 3D detection, and pose estimation using center point detection:

centernet-1

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

chan_algorithm_on_matlab

A Matlab implementation of TDOA based Chan Algorithm in wireless locating system.

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

comdefend

The code for CVPR2019 (ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples)

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

densenet

An tensorflow(slim) implementation of Densenet

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dncnn

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

efficientnet-pytorch

A PyTorch implementation of EfficientNet

fcos

FCOS: Fully Convolutional One-Stage Object Detection

git

huxi

imgaug

Image augmentation for machine learning experiments.

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

jjqqkk

kaggle-imaterialist

The First Place Solution of iMaterialist (Fashion) 2019 at FGVC6

lbp-knn

lid_adversarial_subspace_detection

Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".

mish

Mish Deep Learning Activation Function for PyTorch / FastAI

mmdetection

Open MMLab Detection Toolbox and Benchmark

msds696-masters-final-project

Earthquake Prediction Challenge with LightGBM and XGBoost

nips2017_adv_challenge_defense

Mitigating Adversarial Effects Through Randomization