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Embed the world: Multimodal AI for searchable aerial imagery at scale
AWS details a multimodal AI architecture for scalable geospatial semantic search using Amazon Bedrock and Amazon OpenSearch Serverless. Their evaluation found Amazon Nova Multimodal Embeddings achieved the highest F1 scores for searching aerial imagery. This work evolved into Vexcel Intelligence, a searchable imagery p