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cs-chan / Exclusively-Dark-Image-Dataset

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
BSD 3-Clause "New" or "Revised" License
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ResNet-50 experiments in paper #16

Open Attila94 opened 4 years ago

Attila94 commented 4 years ago

Thanks for collecting and publishing the ExDark dataset. I'm interested in some more details about the ResNet-50 classification experiments you performed in the accompanying paper, Getting to Know Low-light Images with The Exclusively Dark Dataset (https://arxiv.org/pdf/1805.11227.pdf). As MS COCO (and to some extent ExDark) images generally contain multiple objects, I was wondering how you used the dataset(s) for a classification task. Did you crop the image to show only the object of the corresponding class? Could you maybe share the MS COCO subset you used?

MuhammadAsadJaved commented 4 years ago

@Attila94 #9 Please check this issue, it might be helpful to you.