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GrokNet: Unified Computer Vision Model Trunk and Embeddings For Commerce
GrokNet: Unified Computer Vision Model Trunk and Embeddings For Commerce 概要In this paper, we present GrokNet, a deployed image recognition system for commerce applications. GrokNet leverages a multi-task learning approach to train a single computer vision trunk. We achieve a 2.1x improvement in exact product match accuracy when compared to the previous state-of-the-art Facebook product recognition
Facebook's Human-Powered Assistant May Just Supercharge AI
Facebook's new virtual assistant, M, is driven mostly by humans. But it may still be a step forward for AI. Face it: Siri sucks. So often, she has no clue what you're saying. And when she does, there's a pretty good chance she'll respond with nothing more than a page filled with Internet links. Part of the problem is that Apple's talking digital assistant is built on old technology. But even if th
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Inside Facebook’s Bid to Crack the Fashion AI Code
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