## Search

Page index: https://saalse.com/llms.txt. Add .md to any page URL for its Markdown.

This site has a search endpoint: https://context7.com/api/v2/ask?siteKey=ask_fae2f8fd691c85cb6b685274&query=<URL-encoded question>. It returns documentation that answers the question, with a source link for each part. No API key is needed. If nothing matches, it says so.

# Hackathons and Competitions

> Hackathons and competitions where Alex Samson led a team: machine learning and computer vision for agriculture.

## Agro Hackathon (2020)

Competition · dvhb · Team Lead. AgriTech, Computer Vision, Satellite imagery, Machine learning.

In a weekend agritech hackathon, our team built a working prototype that finds fields prone to waterlogging from Sentinel satellite imagery (NIR, SWIR1 and RED bands): U-Net segmentation of the tiles, in a web app where users select an area and export the result as GeoJSON. Eight teams entered; ours reached the final four.