Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).
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Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS...
PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/impleme...
Advanced Deep Learning with Keras, published by Packt
Keras implementation of "One pixel attack for fooling deep neural networks" using differential ev...
Keras implementations of Generative Adversarial Networks.
A curated list of dedicated resources and applications
Training neural models with structured signals.
Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.
Attempt at implementation of a simple GAN using Keras
Coloring black and white images with deep learning.
TensorFlow/Keras experiments on computer vision and natural language processing
Keras Generative Adversarial Networks
Deep learning codes and projects using Python
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.
Image to Image Translation using Conditional GANs (Pix2Pix) implemented using Tensorflow 2.0