How to Fine-Tune a Pretrained Vision Transformer on Satellite Data

A step-by-step tutorial in PyTorch Lightning

Image created by the author using Midjourney.

The Vision Transformer is a powerful AI model for image classification. Released in 2020, it brought the efficient transformer architecture to computer vision.

In pretraining, an AI model ingests large amounts of data and learns common patterns. The…