Getting Started with Hugging Face's Gradio
Gradio allows you to easily create shareable apps using only Python. Learn how to build a dashboard for Audio Intelligence Analysis in this easy-to-follow tutorial.
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How to Run Stable Diffusion Locally to Generate Images
Stable Diffusion is a text-to-image model with recently-released open-sourced weights. Learn how to generate an image of a scene given only a description of it in this simple tutorial.
MinImagen - Build Your Own Imagen Text-to-Image Model
Text-to-Image models have made great strides this year, from DALL-E 2 to the more recent Imagen model. In this tutorial learn how to build a minimal Imagen implementation - MinImagen.
How Imagen Actually Works
Given a brief description of a scene, Imagen can generate photorealistic, high-resolution images of the scene. Learn everything you need to know about Imagen and how it works in this easy-to-follow guide.
Getting Started with ESPnet
ESPnet is the premier end-to-end, open-source speech processing toolkit. This easy-to-follow guide will help you get started using ESPnet for Speech Recognition.
Introduction to Diffusion Models for Machine Learning
The meteoric rise of Diffusion Models is one of the biggest developments in Machine Learning in the past several years. Learn everything you need to know about Diffusion Models in this easy-to-follow guide.
MediaPipe for Dummies
With just a few lines of code, MediaPipe allows you to incorporate State-of-the-Art Machine Learning capabilities into your applications. Learn about MediaPipe and how to use its simple APIs in this beginner's guide.
A Beginner's Guide to TorchStudio, The PyTorch IDE
Learn how to build, train, and compare models with TorchStudio - the IDE built specifically for PyTorch.
Kaldi Install for Dummies
A step-by-step Kaldi install tutorial so you can get up and running on your NLP projects as soon as possible.
Differentiable Programming - A Simple Introduction
What is Differentiable Programming, and how is it different from Deep Learning? Check out this introduction to learn everything you need to know!
Why You Should (or Shouldn't) be Using Google's JAX in 2023
Should you be using JAX in 2023? Check out our recommendations on using JAX for Deep Learning and more!
Kaldi Speech Recognition for Beginners - A Simple Tutorial
Want to learn how to use Kaldi for Speech Recognition? Check out this simple tutorial to start transcribing audio in minutes.
Introduction to Variational Autoencoders Using Keras
The complete guide to understanding and implementing Variational Autoencoders with Keras
PyTorch vs TensorFlow in 2023
Should you use PyTorch vs TensorFlow in 2023? This guide walks through the major pros and cons of PyTorch vs TensorFlow, and how you can pick the right framework.
PyTorch Lightning for Dummies - A Tutorial and Overview
The ultimate PyTorch Lightning tutorial. Learn how it compares with vanilla PyTorch, and how to build and train models with PyTorch Lightning.