Patent ID: 11880747
Assignee: INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. An image recognition method, comprising:
obtaining at least one original sample image of an object in a field and an object range information and an object type information of the object in the original sample image;
adjusting at least one physical parameter to generate a plurality of simulated sample images of the object, wherein the at least one physical parameter is an object covering ratio of the image capture device, and the step of adjusting the at least one physical parameter which is the object covering ratio to generate the simulated sample images of the object includes:
removing a background of the original sample image;
deleting some contents of the object according to the object covering ratio; and
restoring the background;
automatically marking the object range information and the object type information of the object in each of the simulated sample images;
performing a machine learning procedure according to the original sample image, the simulated sample images, the object range information and the object type information to train an object recognition model; and
performing an image recognition procedure on an input image according to the object recognition model to identify whether the input image has the object and the object range information and the object type information of the object in the input image.