I love how easy it is to train models using the api and visualize all of my results. It makes me feel like i'm doing something useful! I wish there were more training examples available. My first use case was to extract people from images. I also used it to extract animals from videos. I have not found anything that i dislike about clarifai. I am using it to solve problems in my work everyday. I can't think of any downsides. If you are interested in solving problems with image recognition this is a great tool to get started with. I am solving problems with face detection, gender identification, and object classification.
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