Home

Awesome

ELSI-DL-Bootcamp

Intro to Machine Learning and Deep Learning for Earth-Life Sciences

Slides

ML Research Project Management

Intro to Deep Learning

Intro to Convolutional Neural Networks

Notebooks

Exploratory Data Analysis

Data Visualization

Train a Convolutional Neural Network

Data: Kaggle - DeepSat (SAT-6) Airborne Dataset

405,000 image patches each of size 28x28 and covering 6 landcover classes

Content

<p align="center"><img src="https://github.com/Machine-Learning-Tokyo/ELSI-DL-Bootcamp/blob/master/deepsat.png" width="600"></p>