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Computing US 12,373,484 B2 Not in force

Multimodal semantic analysis and image retrieval

This invention describes a system for finding images based on what they mean, not just keywords. It uses an AI model that understands both images and text to interpret a user's request and pull up an initial set of images. The system then identifies key concepts in those images, lets the user pick the most relevant ones, and uses that feedback to iteratively refine the search until the best matches are found, specifically allowing for text queries.

Why it matters: Continuous advancements in vision-language models and their accessibility have made the semantic analysis and feature extraction more precise and efficient, potentially lowering development costs.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedHeavy software system, AI model training, data processing.

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