Starving Action Recognition of Raising Tortoise Based on DCGANS

In this paper, the tortoise is the object of study. A half-supervised study tortoise recognition model based on Deep Convolutional Generative Adversarial Networks(DCGANs) is constructed, which qualify the “ID” of the tortoise unit in the group action. Finally high precision recognition for the tortoise database is realized with few labeled samples. The experiment shows that with regard to5%, 10% and 15% labeled samples proportion in database, the identification precision is respectively 80.52%, 81.66% and 83.07%. This work help to realize accurate feeding to achieve automatic aquaculture in the aquaculture condition.