Does anyone know the resolution of an image in the ImageNet dataset?
I'm sorry, but I couldn't find it on their website or in any of the papers.
6 Answers
In a brief check of a random ImageNet 2012 folder (Fish)... The largest image is 4288 x 2848 pixels. The smallest image is 75 x 56 pixels. This is representative of the aspect ratio range.
There is a detailed answer to this in the following article: https://towardsdatascience.com/compression-in-the-imagenet-dataset-34c56d14d463
Essentially, most common image size is 500x500, however, there is a large distribution of image sizes. Typically, either the width or the height of an image is 500 pixels, if not both. Aspect ratios of 1:1, 4:3, 3:2 (and 3:4 and 2:3) are most common.
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