Gender: Female, Region: Europe, Fighting Style: Melee, Alignment: LE, Main Colors: [‘Black’, ‘Blue’, ‘Purple’]. Model saw a number of other images of this character in training, but all were of a significantly different style to this.

Multi-Task Learning on Fate Grand Order with Keras

Michael Sugimura
Towards Data Science
10 min readJan 21, 2019

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Standard image classification tasks follow the trend of binary classification (cat v dog) or maybe multi-class classification (cat v dog v person) but many real world tasks like understanding an image or text usually require more than a single label to be useful. Out of this need to be more useful I think a lot of tasks can get framed as a multi-label in nature, essentially that a single sample has…

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