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MinehutML/data_collection
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JIBSIL 727b1c6101 main commit, files and docs 1 year ago
..
README.md main commit, files and docs 1 year ago
colors.json main commit, files and docs 1 year ago
getData.js main commit, files and docs 1 year ago
recognize.js main commit, files and docs 1 year ago
rename.js main commit, files and docs 1 year ago
sort.js main commit, files and docs 1 year ago

README.md

Data collection

Read more about this in the method README

This contains the files needed to collect the data.

Manifest:

  • getData.js: Follow the instructions at the top of the file. Outputs unfiltered data in the data folder
  • colors.json: Color map between numbers (what the Minecraft server replies with for map data) and hex (needed to write to a png image)
  • recognize.js: Classifies and labels the images. Outputs to data.json. You can find a pretrained data.json to go with the pregenerated dataset here
  • sort.js: Small cleaning script, to remove entries that aren't 5 letters and aren't ERROR (ERROR is output if the captcha couldn't be solved in time). It outputs data-filtered.json
  • rename.js: Renames files so they're compatible with the training process easily (removes the requirement for an external classification JSON file, as it renames the files to what the label is)