Termite identification method based on deep learning

The invention relates to the technical field of image recognition, and proposes a termite recognition method based on deep learning, and the method comprises the steps: obtaining a termite environment image and a termite environment HSV image; acquiring an environment brightness distribution binary mask according to the termite environment HSV image and acquiring a termite environment dark area image, calculating a termite distribution characteristic entropy of each termite environment dark area image according to each termite environment dark area image, and calculating a distribution distance of each termite environment dark area image according to each termite environment dark area image; calculating a termite dark area enrichment index of each termite environment dark area image according to the distribution distance of each termite environment dark area image and the termite distribution characteristic entropy; and calculating a brightness correction value of each pixel point according to the termite dar