Materials

A curation of useful links, code bases and reference materials.

Object Detection & Segmentation

• Models for Remote Sensing: https://github.com/bohaohuang/mrs

Dimensionality Reduction

• tSNE: https://lvdmaaten.github.io/tsne/
• tSNE and Plotting: https://towardsdatascience.com/plotting-text-and-image-vectors-using-t-sne-d0e43e55d89
• tSNE and Plotting: (P.165-) http://index-of.es/Varios-2/Introduction%20to%20Machine%20Learning%20with%20Python.pdf

Workflow, libaries, and Python

• Pickle maps: https://www.datacamp.com/community/tutorials/pickle-python-tutorial

General Deep Learning

• Recipe for Training: http://karpathy.github.io/2019/04/25/recipe/
• Machine Learning for Artists: https://ml4a.github.io/ml4a/

Misc. Machine Learning