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
Powered by AI: Advancing product understanding and building new shopping experiences
Powered by AI: Advancing product understanding and building new shopping experiences Today we’re announcing: We’ve built and deployed GrokNet, a universal computer vision system designed for shopping. It can identify fine-grained product attributes across billions of photos — in different categories, such as fashion, auto, and home decor. GrokNet is powering new Marketplace features for buyers and
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