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so Iamp;#39;m gonna tell you about a visual search and I wanted to work at the crossroads of search and deep learning and images and deep learning works really well together so what is with your search or image search so thatamp;#39;s interested on if you are familiar with Pinterest that you can yes you can share images and create like pin boards of different images and they have this feature where you can select a particular area of an image and then itamp;#39;s going to give you related images that are hosted on on Pinterest as well so the way the first one to introduce that and itamp;#39;s a very popular feature on the platform being also as an image search where when you search for images inside the image that are returned you can select like a specific area and then youamp;#39;re going to get related products so can help them drive sales and drive revenue itamp;#39;s a pretty big market and there is this quote which is by 2020 more than half of all mobile searches wi