Cats and Dogs image classification

Binary classification between cats and dogs
Over a 1000 images of cats and dogs scraped off of google images. The problem statement is to build a model that can classify between a cat and a dog in an image as accurately as possible. Image sizes range from roughly 100x100 pixels to 2000x1000 pixels. Image format is jpeg. Duplicates have been removed.

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