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[ste (Stefano Giomo)]

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Human Protein Atlas Image Classification

Classifier with multiple images as input and multiple labels as output

I’ve tried to address Kaggle “Human protein atlas” competition: Where the input consist of 4 image per sample (RGB + Yellow) and the output is a multi class label, with a domain of 28 possible classes. To address this competition I’ve to implement a couple of custom function to cope with “multi channel images” datasets. 1) Multi channel image loader Inspired by fast.ai “open_image”, this function take as input a list of “Path to image” and transforms it in a single multi channel image. The…