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

Claim 8:
9. A training system for an object recognition model, comprising:
a storage device configured to store at least one original sample image of an object shot by an image capture device in a field and an object range information and an object type information of the object in the original sample image;
a sample generation device, comprising:
a parameter adjusting unit configured to adjust 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 image capture parameter, and the image capture parameter is an object covering ratio of the image capture device, and the parameter adjusting unit removes a background of the original sample image, deletes some contents of the object according to the object covering ratio and restores the background; and
a marking unit configured to automatically mark the object range information and the object type information of the object in each of the simulated sample images; and

a machine learning device configured to perform 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, wherein an image recognition procedure is performed 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.