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" ... A machine trained on photos of outdoor dogs and indoor cats will likely fail to correctly categorize an outdoor cat like a lion because it is unable to separate objects from their contexts. In contrast, context is often critical in recognition tasks. Take the example of a photograph of a main battle tank. Seen in a dessert of sand, most humans would label it as a tank. Yet, if the camera is zoomed out to show that dessert of sand happens to be a backyard sandbox with a young child’s hand holding the tank, we as humans are able to use that surrounding context to recognize that the object in question is a toy tank rather than the real thing. ... "
" ... As well as the 5x optical zoom equivalent, the phone offers a 50x digital zoom, something also found on the Huawei P30 Pro. But improved AI algorithms have helped improve the results at this extreme level. I’d say these are results you wouldn’t want to use for Instagram or anything like that, but to read the writing on a distant billboard, for instance, it’s pretty good. Note that the Huawei system does not include the very useful interface Samsung uses, where a corner of the screen shows a less heavily zoomed version of the picture, to help you find your bearings as you frame your shot. ... "
" ... Cardlytics (CDLX), which helps banks run reward programs, has zoomed 280% since its February 2018 IPO. ... "
" ... This coming New Year’s, unlike any other, will definitely call for celebrating! “Since we are still in quarantine around much of the country and most likely everyone is zoomed out, hop on a FaceTime to share this time together,” said Pauli. ... "
" ... When Russian Su-27s fighters zoomed in to shadow the B-52, the RC-135s surely analyzed the Russians’ radar emissions. ... "