Posts

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...

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 - 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 - 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 - 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...

JAX for Machine Learning: how it works and why learn it

JAX for Machine Learning: how it works and why learn it

Feb 11, 2025 0

An introduction to JAX, its best features alongside with code snippets for you t...

How Positional Embeddings work in Self-Attention (code in Pytorch)

How Positional Embeddings work in Self-Attention (code ...

Feb 11, 2025 0

Understand how positional embeddings emerged and how we use the inside self-atte...

Introduction to medical image processing with Python: CT lung and vessel segmentation without labels

Introduction to medical image processing with Python: C...

Feb 11, 2025 0

Find out the basics of CT imaging and segment lungs and vessels without labels w...

Understanding einsum for Deep learning: implement a transformer with multi-head self-attention from scratch

Understanding einsum for Deep learning: implement a tra...

Feb 11, 2025 0

Learn about the einsum notation and einops by coding a custom multi-head self-at...

The theory behind Latent Variable Models: formulating a Variational Autoencoder

The theory behind Latent Variable Models: formulating a...

Feb 11, 2025 0

Explaining the mathematics behind generative learning and latent variable models...

How the Vision Transformer (ViT) works in 10 minutes: an image is worth 16x16 words

How the Vision Transformer (ViT) works in 10 minutes: a...

Feb 11, 2025 0

In this article you will learn how the vision transformer works for image classi...

Best bootcamps and programs to learn Machine Learning and Data Science

Best bootcamps and programs to learn Machine Learning a...

Feb 11, 2025 0

A curated list of the top bootcamps and platforms to learn Machine Learning and ...

Best deep CNN architectures and their principles: from AlexNet to EfficientNet

Best deep CNN architectures and their principles: from ...

Feb 11, 2025 0

How convolutional neural networks work? What are the principles behind designing...

A journey into Optimization algorithms for Deep Neural Networks

A journey into Optimization algorithms for Deep Neural ...

Feb 11, 2025 0

An overview of the most popular optimization algorithms for training deep neural...

How Transformers work in deep learning and NLP: an intuitive introduction

How Transformers work in deep learning and NLP: an intu...

Feb 11, 2025 0

An intuitive understanding on Transformers and how they are used in Machine Tran...

Introduction to Kubernetes with Google Cloud: Deploy your Deep Learning model effortlessly

Introduction to Kubernetes with Google Cloud: Deploy yo...

Feb 11, 2025 0

What is Kubernetes? What are the basic principles behind it? Why it might be the...

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 ...

How to use Docker containers and Docker Compose for Deep Learning applications

How to use Docker containers and Docker Compose for Dee...

Feb 11, 2025 0

Learn how to containerize a deep learning model using Docker. Start with the bas...

Transfer learning in medical imaging: classification and segmentation

Transfer learning in medical imaging: classification an...

Feb 11, 2025 0

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

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...

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 ...

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...

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? ...

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...

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