Japan, Feb. 24 -- MITSUBISHI HEAVY IND LTD has got intellectual property rights for 'IMAGE PROCESSING DEVICE, IMAGE PROCESSING METHOD AND PROGRAM.' Other related details are as follows:
Application Number: JP,2022-135564
Category (FI): G06T7/00,350@B,G06V10/70
Stage: PROBLEM TO BE SOLVED: To appropriately perform machine learning of a machine learning model.SOLUTION: An image processing device comprises: a whole image processing unit which considers the whole of a reduced image obtained by reducing a photographed image as a detection object and performs detection processing of an object by using a learned machine learning model for whole images; an output unit which continuously outputs information showing a detection result; a partial image processing unit which considers each partial image obtained by dividing the photographed image as the detection object and performs the detection processing of the object in parallel with the detection processing by the whole image processing unit, by using the learned machine learning model for a partial image; a collation unit which collates a detection result of the whole image processing unit and a detection result of the partial image processing unit; and a model relearning unit which relearns the learned machine learning model for whole images by using a dataset including a pair of the corresponding reduced image and the detection result of the partial image processing unit as correct answer data, when the detection result of the whole image processing unit and the detection result of the partial image processing unit do not match each other. The learned machine learning model for whole images in operation is corrected.SELECTED DRAWING: Figure 1 (Grant)
Filing Date: Aug. 29, 2022
Publication Date: March 12, 2024
The original document can be viewed at: https://www.j-platpat.inpit.go.jp/p0100
Disclaimer: Curated by HT Syndication.
