Blade recognition model training method, blade recognition method and training device

• Main Authors: WANG ZHIJI, YU YANG, CHEN BOWEN
• Format: Patent
• Language: Chinese; English
• Published: 07.05.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; PHYSICS

The invention provides a blade recognition model training method, a blade recognition method and a training device.The blade recognition model training method comprises the steps that multiple pieces of blade image data are acquired, and each piece of blade image data is converted into matrix format data; obtaining to-be-extracted feature image data corresponding to each leaf image data; obtaining a plurality of shape features and a plurality of texture features corresponding to each leaf image data; corresponding normalized shape features and corresponding normalized texture features are obtained; carrying out dimension reduction processing on the normalized shape features and the normalized texture features meeting preset conditions to obtain dimension reduction vectors; and inputting the dimension reduction vector into the initial convolutional neural network model for iterative training to obtain a target convolutional neural network model. The leaf recognition model training method is less affected by hu