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JIBSIL 727b1c6101 | 1 year ago | |
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README.md | 1 year ago | |
colors.json | 1 year ago | |
getData.js | 1 year ago | |
recognize.js | 1 year ago | |
rename.js | 1 year ago | |
sort.js | 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)