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Bilal's Projects

100-days-of-ml icon 100-days-of-ml

A day to day plan for this challenge (100 Days of Machine Learning) . Covers both theoretical and practical aspects

adversarial-lesions icon adversarial-lesions

[PMB'2020] Melanoma Detection using Adversarial Training and Deep Transfer Learning

attgan-pytorch icon attgan-pytorch

AttGAN PyTorch Arbitrary Facial Attribute Editing: Only Change What You Want

attgan-tensorflow icon attgan-tensorflow

AttGAN Tensorflow, AttGAN: Facial Attribute Editing by Only Changing What You Want

beating-melanoma icon beating-melanoma

We propose a deep-learning system for melanoma detection from dermoscopic images that relies on smart data augmentation.

cnndetection icon cnndetection

Code for the paper: CNN-generated images are surprisingly easy to spot... for now https://peterwang512.github.io/CNNDetection/

defensegan icon defensegan

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

dense-gans icon dense-gans

Implementation of DenseGANs for Melanoma segmentation map creation.

gan icon gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gan-1 icon gan-1

Tooling for GANs in TensorFlow

ganmole icon ganmole

This code uses a Generative Adversarial Network (GAN) to generate melanoma images using Keras

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