WeeMap – Map Extractor – With KNNs and Tensorflow.js

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WeeMap – Map Extractor – With KNNs and Tensorflow.js is a business in show hn launch.

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I used to play WeeWar (browser-based hex strategy game, RIP 2015) way too much, and wanted a way to extract map data from screenshots. So I built a little tool that extracts tile data from hex-based strategy game screenshots (WeeWar, Civilization, etc.) to scratch my own itch. Runs entirely in the browser using TensorFlow.js.Previously I tried this using p-hashes but those didnt work quite well when units stood on tiles. So this time I tried it with MobileNet for embeddings + KNN for classification. So now doesnt need training and can learn from few examples and runs entirely in the browser.It's a bit rough around the edges but works well enough that it generalizes to other hex games (tested

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Website: buildmage.com/blog/weemaps-part2