3results about How to "Improve counting efficiency" patented technology

The application provides a greenhouse armyworm plate pest image acquisition and identification method based on deep learning, and belongs to the technical field of image processing. The method comprises the following steps: obtaining an armyworm plate image through a field acquisition device; performing a pretreatment operation on each initial armyworm plate image to obtain a plurality of sample armyworm plate images; inputting the plurality of sample armyworm plate images into an initial pest detection model, generating a candidate region by using a region proposal network, performing pooling and classification regression on each candidate region to obtain sample pest type and sample pest position information; calculating a region proposal network loss and a classification regression network loss according to the sample pest type and the sample pest position information, and determining total loss information according to the region proposal network loss and the classification regression network loss; inputting a to-be-detected armyworm plate image into a target pest detection model, sequentially passing through a region proposal network and a classification regression network to obtain target pest type and target pest position information.

The application discloses a control method and device of a winding machine and a readable storage medium, and relates to the technical field of equipment control. The control method of the winding machine comprises the following steps: before the winding machine performs coil winding on an iron core, determining a first winding turn number corresponding to the iron core; according to the first winding turn number, determining a second winding turn number corresponding to the iron core, wherein the second winding turn number is smaller than the first winding turn number; in the process of controlling the winding motor to drive the iron core to rotate at a first rotating speed to perform coil winding on the iron core, detecting the number of coils wound on the iron core by controlling a counter and a photoelectric switch; under the condition that the number of coils wound on the iron core is greater than or equal to the second winding turn number, controlling the winding motor to drive the iron core to rotate at a second rotating speed, wherein the second rotating speed is smaller than the first rotating speed; and under the condition that the number of coils wound on the iron core is greater than or equal to the first winding turn number, controlling the winding motor to stop working. The application improves the production efficiency of the winding machine.