It was when GitHub had just emerged as a new platform for sharing your code. I still remember the excitement when I started my research career as a graduate student. Lightning really shines by providing super easy access to cloud computing resources for sharing your app, and even training the model if you like.

Running your Lightning App locally is only half of the fun. Read Sharing Deep Learning Research Models with Lightning Part 1: Building A Super Resolution App I then show you how to build your first Lightning App: a Super Resolution GAN demo.

Part 1 explains what a Lightning App is and explores the core components of the Lightning framework. In the first 2 parts (of a 3-part series), I will walk you through how to do this with Lightning AI. Sharing Your Deep Learning Model With Othersīuilding and training your deep learning and machine learning models is great, but what do you do once you’ve worked out the kinks? In today’s world, showcasing a demo of your model for others to interact and engage with is essential in making sure your research is presented in a clear way to colleagues and peers.

Lightning app builder demo