Transfer learning for image classification with Keras

Ioannis Nasios Computer Vision, Data Science, Deep Learning, Keras Leave a Comment

  Transfer learning from pretrained models can be fast in use and easy to implement, but some technical skills are necessary in order to avoid implementation errors. Here we describe a fast and easy to understand procedure using data from Kaggle’s Dog Breed Identification competition as an example. The same principles can be applied on virtually any image classification problem. …

Generative Adversarial Networks (GANs) by Udacity – The complete YouTube playlist

Christos - Iraklis Tsatsoulis Data Science, Deep Learning 1 Comment

Have you heard of Generative Adversarial Networks (GANs)? If you are in the machine learning & data science business, you should – it has been argued that GANs will change the world, and Yann LeCun, one of the pioneers of modern deep learning and currently Director of Artificial Intelligence Research at Facebook, has called them “the coolest idea in deep learning …