AI Summer

GANs in computer vision - Conditional image synthesis a...

The second article of the GANs in computer vision series - looking deeper in gen...

GANs in computer vision - Introduction to generative le...

The first article of the GANs in computer vision series - an introduction to gen...

Deep learning in medical imaging - 3D medical image seg...

The basic MRI foundations are presented for tensor representation, as well as th...

How to learn Deep Learning in 2020

Are you looking for a place to learn Deep Learning? In this collection of resour...

Intuitive Explanation of Skip Connections in Deep Learning

What are skip connections, why we need them and how they are applied to architec...

Apply Machine Learning to your Business

This is a step by step guide on how to apply Artificial Intelligence and Machine...

Human Pose Estimation

An overview of the most popular models for performing 2D or 3D Human Pose Estima...

Deep Learning Algorithms - The Complete Guide

All the essential Deep Learning Algorithms you need to know including models use...

The Best Machine Learning books to learn AI

Machine Learning books - The ultimate list

Best Artificial Intelligence books to read

Artificial Intelligence and Machine Learning non fiction books - The ultimate list

GANs in computer vision - Improved training with Wasser...

The third article-series of GAN in computer vision - we encounter some of the mo...

How to train a deep learning model in the cloud

How to create a VM instance in Google cloud, transfer a deep learning model and ...

Data preprocessing for deep learning: Tips and tricks t...

How to optimize the data processing pipeline using batching, prefetching, stream...

Distributed Deep Learning training: Model and Data Para...

How to train your data in multiple GPUs or machines using distributed methods su...

Deep learning in MRI beyond segmentation: Medical image...

How can deep learning revolutionize medical image analysis beyond segmentation? ...

Deploy a Deep Learning model as a web application using...

How to expose a deep learning model, built with Tensorflow, as an API using Flas...

How to use uWSGI and Nginx to serve a Deep Learning model

Serving a Tensorflow model to users with Flask, uWSGI as a web server and Nginx ...

How Attention works in Deep Learning: understanding the...

New to Natural Language Processing? This is the ultimate beginner’s guide to the...

Transfer learning in medical imaging: classification an...

What is transfer learning? How can it help us classify and segment different typ...

In-layer normalization techniques for training very dee...

How can we efficiently train very deep neural network architectures? What are th...

Introduction to 3D medical imaging for machine learning...

Learn how to apply 3D transformations for medical image preprocessing and augmen...

How to build a custom production-ready Deep Learning Tr...

Building a custom training loop in Tensorflow and Python with checkpoints and Te...

Recurrent Neural Networks: building GRU cells VS LSTM c...

What are the advantages of RNN’s over transformers? When to use GRU’s over LSTM?...

Recurrent neural networks: building a custom LSTM cell

Are you interested to see how recurrent networks process sequences under the hoo...

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