AI

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...

Spiking Neural Networks: where neuroscience meets artificial intelligence

Spiking Neural Networks: where neuroscience meets artif...

Feb 11, 2025 0

Discorver how to formulate and train Spiking Neural Networks (SNNs) using the LI...

Transformers in computer vision: ViT architectures, tips, tricks and improvements

Transformers in computer vision: ViT architectures, tip...

Feb 11, 2025 0

Learn all there is to know about transformer architectures in computer vision, a...

Understanding SWAV: self-supervised learning with contrasting cluster assignments

Understanding SWAV: self-supervised learning with contr...

Feb 11, 2025 0

A mathematical explanation of the Swapping Assignments Between Views (SWAV) paper.

Best Graph Neural Network architectures: GCN, GAT, MPNN and more

Best Graph Neural Network architectures: GCN, GAT, MPNN...

Feb 11, 2025 0

Explore the most popular gnn architectures such as gcn, gat, mpnn, graphsage and...

Deep learning on computational biology and bioinformatics tutorial: from DNA to protein folding and alphafold2

Deep learning on computational biology and bioinformati...

Feb 11, 2025 0

A self-complete guide for understanding biology concepts that are necessary for ...

Speech Recognition: a review of the different deep learning approaches

Speech Recognition: a review of the different deep lear...

Feb 11, 2025 0

Explore the most popular deep learning architecture to perform automatic speech ...

Grokking self-supervised (representation) learning: how it works in computer vision and why

Grokking self-supervised (representation) learning: how...

Feb 11, 2025 0

A general perspective on understanding self-supervised representation learning m...

A complete Weights and Biases tutorial

A complete Weights and Biases tutorial

Feb 11, 2025 0

Learn about the Weights and Biases library with a hands-on tutorial on the diffe...

Top Resources to start with Computer Vision and Deep Learning

Top Resources to start with Computer Vision and Deep Le...

Feb 11, 2025 0

A curated list of the best courses, books and blog to learn computer vision with...

A complete Hugging Face tutorial: how to build and train a vision transformer

A complete Hugging Face tutorial: how to build and trai...

Feb 11, 2025 0

Learn about the Hugging Face ecosystem with a hands-on tutorial on the datasets ...

Regularization techniques for training deep neural networks

Regularization techniques for training deep neural netw...

Feb 11, 2025 0

Discover what is regularization, why it is necessary in deep neural networks and...

An introduction to Recommendation Systems: an overview of machine and deep learning architectures

An introduction to Recommendation Systems: an overview ...

Feb 11, 2025 0

Learn about the SOTA recommender system models. From collaborative filtering and...

Speech synthesis: A review of the best text to speech architectures with Deep Learning

Speech synthesis: A review of the best text to speech a...

Feb 11, 2025 0

Explore the most popular deep learning models to perform text to speech (TTS) sy...

Tensorflow Extended (TFX) in action: build a production ready deep learning pipeline

Tensorflow Extended (TFX) in action: build a production...

Feb 11, 2025 0

A tutorial on how to get started with Tensorflow Extended and how to design and ...

An overview of Unet architectures for semantic segmentation and biomedical image segmentation

An overview of Unet architectures for semantic segmenta...

Feb 11, 2025 0

Learn everything about one of the most famous convolutional neural network archi...

How Graph Neural Networks (GNN) work: introduction to graph convolutions from scratch

How Graph Neural Networks (GNN) work: introduction to g...

Feb 11, 2025 0

Start with Graph Neural Networks from zero and implement a graph convolutional l...

Best Resources to Learn Deep Learning Theory

Best Resources to Learn Deep Learning Theory

Feb 11, 2025 0

A curated list of the best courses and books to learn deep learning

JAX vs Tensorflow vs Pytorch: Building a Variational Autoencoder (VAE)

JAX vs Tensorflow vs Pytorch: Building a Variational Au...

Feb 11, 2025 0

A side-by-side comparison of JAX, Tensorflow and Pytorch while developing and tr...

Why multi-head self attention works: math, intuitions and 10+1 hidden insights

Why multi-head self attention works: math, intuitions a...

Feb 11, 2025 0

Learn everything there is to know about the attention mechanisms of the infamous...

Build a Transformer in JAX from scratch: how to write and train your own models

Build a Transformer in JAX from scratch: how to write a...

Feb 11, 2025 0

How to develop and train a Transformer with JAX, Haiku and Optax. Learn by examp...

Explainable AI (XAI): A survey of recents methods, applications and frameworks

Explainable AI (XAI): A survey of recents methods, appl...

Feb 11, 2025 0

What is Explainable Artificial Intelligence (XAI), what are the most popular met...

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