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Bias in Automated Image Colorization: Metrics and Error Types

This repository contains examples of colorized images. All images are colorized using the artistic model from DeOldify.

Images

For each reason, we selected the image with the highest value. Images of humans are examples that were not chosen through specific values.

Ground Truth Colorized Image ID Reason Value
00000136 human -
00002262 human -
00005581 third_bottom_diff 77.414
00006607 human -
00006700 third_top_diff 69.757
00012765 center_average_diff 81.819
00023303 human -
00024091 gold_dots_diff 62.353
00024474 human -
00024567 third_left_diff 75.708

Structure

images/

Contains two files for each image and a values.md that explains why the image was chosen.

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