In our series of short videos, our Developer Advocates breakdown Facebook Open Source projects like you’re 5: in a way that is easy to understand and use. Learn about our innovations and kick start your development today.
ELI5: Fresco - Image Management Library for Android
By Dmitry Vinnik
November 16, 2020
In this post, we explain Fresco, a powerful system for displaying images in Android applications. This resources management library ensures that images, animations, and other visual assets can be used on a wide range of devices, even with an unreliable Internet connection.
Fresco: A powerful system for displaying images in Android applications. It takes care of image loading and display so you don't have to.
The top open source projects on GitHub have their own documentation sites that contain an overview of the project, short getting started guides, in-depth tutorials and project blogs. These resources are key to the success of any open source project, but building, managing and deploying them can be a lot of work. Unless you're using Docusaurus.
Docusaurus: An open source project for building, deploying and maintaining websites. This project’s main goal is to get you started with your website in a matter of seconds.
With every new release version, PyTorch pushes out new features, updates existing ones, and adds documentation and tutorials that cover how to implement these new changes. Check out a behind the scenes look at how the team planned and deployed an overhaul of the PyTorch tutorials portal.
Connecting a web app to your PyTorch model using Amazon SageMaker
By Cami Williams
August 3, 2020
Leverage Amazon SageMaker to deploy a PyTorch neural network with the goal of hooking it up with a REST API to access it via a web application. The final product? An interactive web app that detects digits of pi via drawings.
PyTorch: An open source machine learning framework that accelerates the path from research prototyping to production deployment
Amazon Sagemaker: A fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine learning models quickly
Machine learning can be daunting subject. However getting an app up and running is more than manageable process. Cami you through the process walks you through how to discover projects that make ML easier and writes a small application utilizing Detectron2.
Detectron2: Facebook AI Research's next generation software system that implements state-of-the-art object detection algorithms