Build Image Search App with API

Hello. I would like to build an image search app where registered users can upload images and the app can image search those photos. I read about Pixabay, but seems like it’s users can use app to image search in Pixabay, not images from fellow users of the app.

One idea is to make users categorize/tag the photos, like having a drop down menu to identify the color of the main item of the photo. I am wondering if anyone has an idea on how make images searchable?

Thanks.

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