Image Analysis System Automating Video Feature Training Data

The system enables self-service by having the correct answer generation section automatically generate training data from video content without human intervention. The information extraction section extracts input regions and auxiliary information, which the correct answer generation section then processes to create training data, allowing the system to prepare its own training data autonomously and eliminating the time-consuming manual preparation process

The system performs preliminary action by extracting input regions and auxiliary information from video content before training the machine learning model. The correct answer generation section generates correct data from the extracted auxiliary information in advance, so that when training begins, the training data is already prepared and readily available, significantly reducing the overall time required for model development

The system achieves self-service by automatically generating training data through the correct answer generation section, which processes extracted auxiliary information to create accurate event data. This eliminates the need for manual data preparation while maintaining accuracy, as the system autonomously performs the entire data generation process without requiring human expertise or intervention

The system replaces the mechanical manual process of preparing training data with an automated information processing system. The information extraction section and correct answer generation section work together to automatically extract, process, and generate training data, substituting the manual mechanical process with an automated computational system that achieves the same accuracy more efficiently