Create feature vector from number of greys and number of distinct colors

zeke / github-avatars

A machine learning model to detect whether a GitHub user has a custom or default avatar

https://replicate.com/zeke/github-avatars

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Create feature vector from number of greys and number of distinct colors #3

Closed zeke closed 2 years ago

zeke commented 2 years ago

Currently our feature vector uses counts of the number of each distinct color in each image. This works reasonably well on our small data set, but it's not totally accurate. See https://github.com/zeke/github-avatars/pull/2

For our next session let's create a new feature vector using:

the number of "GitHub grey" pixels in the image
the number of distinct colors in the image.

cc @andreasjansson