APPARATUS AND METHOD FOR DETERMINING WHETHER TO INCLUDE SPECIFIC ANIMAL CATEGORIES BASED ON DEEP LEARNING

摘要

The apparatus for confirming the inclusion of an animal category according to an embodiment of the present invention includes a normalization unit for generating a normalized image by normalizing an animal image corresponding to a specific category, and extracting a feature by inputting the normalized image into a pre-learning model, and the feature An initialization unit for initializing the parameters of a triplet network according to, a learning unit for learning the triplet network by inputting a normalized image to the triplet network, a positive distance value and a negative distance by inputting a verification target image to the triplet network And a distance calculation unit that calculates a value, and a category inclusion check unit that generates category-inclusion information by comparing the positive distance value and the negative distance value.