AOT Characters Dataset

Published: 29 September 2025| Version 2 | DOI: 10.17632/fzrj2xc9rt.2
Contributor:
Guldasta Imraj

Description

The AOT Characters Dataset consists of 4,041 manually collected images of 14 characters from Attack on Titan, captured across diverse scenes and expressions. The data was gathered via HD screenshots and carefully cleaned by removing blurry or obstructed frames. When tested with various deep learning models, results showed competitive accuracy with Deep Danbooru on the full dataset. This demonstrates the dataset’s value for anime-specific tasks like character classification and supports reproducible model evaluation in stylized visual media.

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Institutions

National University of Computer and Emerging Sciences - Peshawar Campus

Categories

Artificial Intelligence, Computer Vision, Human-Centered Computing, Machine Learning, Media Informatics, Data Analytics, Neural Network

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