38results about How to "Improve interaction accuracy" patented technology

The invention relates to the technical field of artificial intelligence, and provides a cross-modal feature alignment method and device, equipment, a storage medium and a program product. The method comprises the following steps: inputting multi-modal interaction data into a feature extraction module of a multi-modal agent to obtain visual features, voice features and text features output by the feature extraction module; inputting the visual features, the voice features and the text features into a feature alignment module of a multi-modal agent to obtain a fusion feature vector output by the feature alignment module; and inputting the fusion feature vector into a semantic conflict detection and correction module of the multi-modal agent to obtain a correction feature output by the semantic conflict detection and correction module. Through the above mode, information loss caused by forced feature alignment can be avoided, the precision and robustness of feature alignment can be improved, the feature alignment effect can be optimized, the consistency and accuracy of aligned features can be ensured, and the interaction accuracy of the multi-modal intelligent agent can be improved.

The invention discloses a medical institution-oriented AI data governance method, which relates to the field of intelligent medical treatment, solves the problem that the existing AI data governance method has a poor medical data governance effect, and comprises the following steps: S1, acquiring medical text data and medical image data, dividing the medical text data into independent medical analysis texts, and storing the medical analysis texts in a database; s2, carrying out diagnosis matching analysis on the medical analysis image according to the medical institution acquisition data, obtaining an image diagnosis reasonability index corresponding to the medical analysis image according to the analysis result, and carrying out diagnosis matching analysis on the medical analysis image according to the analysis result; and S3, according to the medical image preliminary screening data and the data collected by the medical institution, medical data treatment is carried out to obtain treatment qualified data, and the AI data treatment effect can be improved.