Gazopa allows you to upload an image from your computer, enter an image URL, search for keywords, or even draw one yourself. The similarity is based on a color and shape match. This actually works on occasion.
In my experience, Gazopa is much better in matching pictures than BYO Image Search which searches for color palette similarity.
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