CELL IMAGE ANALYSIS DEVICE, CELL IMAGE ANALYSIS SYSTEM, LEARNING DATA GENERATION METHOD, LEARNING MODEL GENERATION METHOD, LEARNING DATA GENERATION PROGRAM, AND LEARNING DATA PRODUCTION METHOD

摘要

Provided is a cell image analysis device with which it is possible to reduce the time and labor required for labeling for generating training data, as compared to prior art. This cell image analysis device is provided with: an image acquisition unit for acquiring a cell image (39) that is obtained from a microscope for observing cells, and that includes an image of an object to be removed; a training data generation unit for performing predetermined image processing to identify, in the cell image, a region to be removed that includes the image of the object (31) to be removed, and generate, as training data for machine learning, a label image (40) indicating the location of the region to be removed within the cell image; and a learning dataset generation unit for generating a set consisting of the cell image (30) and the label image (40), as a learning dataset (45) used for the machine learning.