PinnedFathy RashadinTowards Data ScienceHow I built an AI Text-to-Art GeneratorA detailed, step-by-swrite-up on how I built Text2Art.com·11 min read·Oct 2, 2021--23--23
Fathy RashadinTowards Data ScienceHow to Build an AI Fashion DesignerClothing semantic editing for fashion design using StyleGAN and GANSpace·12 min read·May 6, 2022----
Fathy RashadinTowards Data ScienceHow to Train StyleGAN2-ADA with Custom DatasetLearn how to train an AI to generate the images you want·5 min read·Jun 7, 2021--2--2
Fathy RashadinViTrox-PublicationAdversarial Auto Encoder (AAE)Combination of VAE and GAN·7 min read·Dec 29, 2020----
Fathy RashadinTowards Data ScienceAnimating Yourself as a Disney Character with AISneak peek into the future of digital arts·9 min read·Oct 26, 2020--3--3
Fathy RashadinTowards Data ScienceGenerating Novel Content without DatasetRewriting the rules in GAN: Copy & paste features contextually·7 min read·Sep 25, 2020----
Fathy RashadinViTrox-PublicationGenerative Modeling with Variational Auto Encoder (VAE)Understanding the intuition behind Variational Autoencoder (VAE)·10 min read·Sep 22, 2020--1--1
Fathy RashadinTowards Data ScienceGenerating Anime Characters with StyleGAN2Learn how to generate this cool anime faces interpolation·8 min read·Sep 15, 2020--1--1
Fathy RashadinViTrox-PublicationSiamese Net, Triplet Loss, and Circle Loss Explained.Understanding “Circle Loss: A Unified Perspective of Pair Similarity Optimization” Pap·9 min read·Jul 14, 2020--1--1
Fathy RashadinTowards Data ScienceAdditive Margin Softmax Loss (AM-Softmax)Understanding L-Softmax, A-Softmax, and AM-Softmax·9 min read·Jun 24, 2020--2--2