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I am developing an image classifier that classifies vehicles and animals. For the testing purpose i need a medium size dataset of animals. Where can i find a standard datset of animals which include almost all popular variety of animals like tiger, lion, dog,bird etc.?

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Since your sample size is pretty small, depending on the way you are using the material, I would be tempted to use google searches then utilise free pictures from the searches you find.

If you write a R script with RSelenium/Rvest and do searches like "dog picture free", etc. and loop through the popular names of animals that should do the trick.

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Flickr has an API, and in particular the .getPhotos endpoint, that allows you to get Photos from a specific group.

flickr.galleries.getPhotos

Return the list of photos for a gallery

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