Crop Type Mapping with Deep Learning using Tensor Flow

Presenters: Alex Mandel & Lily Thomas, Development Seed Date: 10 November 2022 We will give a brief tutorial on machine learning methods in remote sensing. The focus will be on newer Deep Learning (Convolutional Neural Network) techniques, doing semantic segmentation with a UNet model. Not sure what all that means, no problem, and no installation, you’ll do it all on the cloud with Python and Tensorflow in Jupyter Notebooks and the freemium Google Colab platform. Learning Objectives: Understand how to apply Convolutional Neural Network techniques to remote sensing data