Learning device, learning method, learning program, data manufacturing method, image processing device, image processing method, and image processing program

摘要

PROBLEM TO BE SOLVED: To provide a learning device capable of learning network parameters of a convolutional neural network with high accuracy and easily. A learning device (103) obtains a first training image and a correct answer image having a positional deviation with respect to the first training image, and a first from the correct answer image. Network parameters of the convolutional neural network (CNN) based on the generator (103b) that generates the second training image with higher resolution than the training image, and the first training image, the second training image, and the correct answer image. It has a learning unit (103c) for learning. [Selection diagram] Fig. 1