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Java Deep Learning Projects by Md. Rezaul Karim

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Dataset collection and description

For this end-to-end project, we will use the dog versus cat dataset from Microsoft that was provided for the infamous dogs versus cats classification problem as a playground competition. The dataset can be downloaded from https://www.microsoft.com/en-us/download/details.aspx?id=54765.

The train folder contains 25k images of both dogs and cats, where the labels are part of the filename. However, the test folder contains 12.5k images named according to numeric IDs. Now let's take a look at some sample snaps from the 25k images:

Showing the true labels of images that are randomly selected

For each image in the ...

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