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Andrew Carl's Projects

advancedeast icon advancedeast

AdvancedEAST is an algorithm used for Scene image text detect, which is primarily based on EAST, and the significant improvement was also made, which make long text predictions more accurate.

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

adversarial-examples icon adversarial-examples

Code to reproduce results in the paper "Defending against Adversarial Images using Basis Functions Transformations"

adversarial-jets icon adversarial-jets

Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics

adversarial-robustness-toolbox icon adversarial-robustness-toolbox

This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers. https://developer.ibm.com/code/open/projects/adversarial-robustness-toolbox/

adversarial_video_generation icon adversarial_video_generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

adversarialgradient icon adversarialgradient

A very simple variant of adversarial training that yields excellent results on MNIST

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