AI Summer

Data preprocessing for deep learning: Tips and tricks to optimize your data pipeline using Tensorflow

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

Feb 11, 2025 0

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

Recurrent neural networks: building a custom LSTM cell

Recurrent neural networks: building a custom LSTM cell

Feb 11, 2025 0

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

Recurrent Neural Networks: building GRU cells VS LSTM cells in Pytorch

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

Feb 11, 2025 0

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

How to build a custom production-ready Deep Learning Training loop in Tensorflow from scratch

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

Feb 11, 2025 0

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

Introduction to 3D medical imaging for machine learning: preprocessing and augmentations

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

Feb 11, 2025 0

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

In-layer normalization techniques for training very deep neural networks

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

Feb 11, 2025 0

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

How to train a deep learning model in the cloud

How to train a deep learning model in the cloud

Feb 11, 2025 0

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

GANs in computer vision - self-supervised adversarial training and high-resolution image synthesis with style incorporation

GANs in computer vision - self-supervised adversarial t...

Feb 11, 2025 0

The fifth article-series of GAN in computer vision - we discuss self-supervision...

How to Unit Test Deep Learning: Tests in TensorFlow, mocking and test coverage

How to Unit Test Deep Learning: Tests in TensorFlow, mo...

Feb 11, 2025 0

Explore unit testing in tensorflow code using tf.test(), mocking and patching ob...

GANs in computer vision - Introduction to generative learning

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

Feb 11, 2025 0

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

GANs in computer vision - Conditional image synthesis and 3D object generation

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

Feb 11, 2025 0

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

GANs in computer vision - Improved training with Wasserstein distance, game theory control and progressively growing schemes

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

Feb 11, 2025 0

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

GANs in computer vision - 2K image and video synthesis, and large-scale class-conditional image generation

GANs in computer vision - 2K image and video synthesis,...

Feb 11, 2025 0

The fourth article-series of GAN in computer vision - we explore 2K image genera...

GANs in computer vision - semantic image synthesis and learning a generative model from a single image

GANs in computer vision - semantic image synthesis and ...

Feb 11, 2025 0

The sixth article-series of GAN in computer vision - we explore semantic image s...

Deepfakes: Face synthesis with GANs and Autoencoders

Deepfakes: Face synthesis with GANs and Autoencoders

Feb 11, 2025 0

A closer look on Deepfakes: face sythesis with StyleGAN, face swap with Xceptio...

Deep Learning in Production: Laptop set up and system design

Deep Learning in Production: Laptop set up and system d...

Feb 11, 2025 0

An article course on how to write and deploy deep learning systems in production...

Best practices to write Deep Learning code: Project structure, OOP, Type checking and documentation

Best practices to write Deep Learning code: Project str...

Feb 11, 2025 0

A deep learning python project template, object oriented techniques such as abst...

Understanding the receptive field of deep convolutional networks

Understanding the receptive field of deep convolutional...

Feb 11, 2025 0

An intuitive guide on why it is important to inspect the receptive field, as wel...

Scalability in Machine Learning: Grow your model to serve millions of users

Scalability in Machine Learning: Grow your model to ser...

Feb 11, 2025 0

Follow along with a small AI startup on its journey to scale from 1 to millions ...

Distributed Deep Learning training: Model and Data Parallelism in Tensorflow

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

Feb 11, 2025 0

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

Deep learning in MRI beyond segmentation: Medical image reconstruction, registration, and synthesis

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

Feb 11, 2025 0

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

Deploy a Deep Learning model as a web application using Flask and Tensorflow

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

Feb 11, 2025 0

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

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

Feb 11, 2025 0

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

How Attention works in Deep Learning: understanding the attention mechanism in sequence models

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

Feb 11, 2025 0

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

1
2
3
4

This site uses cookies. By continuing to browse the site you are agreeing to our use of cookies.