Alibaba Cloud Developer

Nov 4, 2021 · Artificial Intelligence

How AI Powers POI Signboard Image Retrieval for Map Services

This article explains the challenges of POI signboard image retrieval, describes a multimodal deep‑learning solution that combines visual and OCR‑based text features, details data generation, model architecture, loss functions, and presents impressive accuracy improvements and future research directions.