Silkworm cocoon feeding detection method and system based on regulation and control network

The invention relates to a silkworm cocoon feeding detection method and system based on a regulation and control network, and belongs to the technical field of silkworm cocoon detection. The method comprises the following steps: configuring parameters of an image acquisition system, and constructing the image acquisition system; collecting silkworm cocoon linear array images, synthesizing the silkworm cocoon linear array images into area array images through a computer, expanding the images through a diagonal mirror image method, and establishing a cocoon feeding detection data set; dividing the cocoon feeding detection data set into a training set and a test set, and marking images in the training set and the test set; adopting a K-means algorithm to perform clustering analysis on the cocoon feeding detection data set, and presetting candidate frame parameters of a YOLOv4 target detection model to improve the model precision; and carrying out model compression by adopting a model depth regulation and control