A control method executed by a learning device, the control method comprising:
- performing extraction of a moving image feature amount from moving image data and a still image feature amount from still image data by inputting the moving image data and the still image data into a feature extraction model that is configured to extract the moving image feature amount and the still image feature image when provided with the moving image data and the still image data;
- performing a first inference regarding the moving image data based on the moving image feature amount;
- performing a second inference regarding the still image data based on the still image feature amount;
- and
- performing updating learning of the feature extraction model based on results of the first inference and the second inference.