Coloring Book Objects Dataset

This dataset consists of images of line drawings from on-line coloring books and worksheets. There are 24 categories of objects, 12 animals and 12 everyday objects. For each category, there are at least 10 images, and sometimes 11, for a total of 250 images. You can download this dataset here. The zip archive contains two subdirectories:

To refer to this dataset, please cite

Chen, K., Rabkina, I., McLure, M., & Forbus, K. (2019). Human-Like Sketch Object Recognition via Analogical Learning. Proceedings of AAAI 2019.

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