US 12,423,955 B2
Machine learning device and far-infrared image capturing device
Shingo Kida, Yokohama (JP); Hideki Takehara, Yokohama (JP); and Yincheng Yang, Yokohama (JP)
Assigned to JVCKENWOOD Corporation, Yokohama (JP)
Filed by JVCKENWOOD Corporation, Yokohama (JP)
Filed on Feb. 24, 2023, as Appl. No. 18/173,820.
Application 18/173,820 is a continuation of application No. PCT/JP2021/003567, filed on Feb. 1, 2021.
Claims priority of application No. 2020-142706 (JP), filed on Aug. 26, 2020.
Prior Publication US 2023/0196739 A1, Jun. 22, 2023
Int. Cl. G06V 10/774 (2022.01); G06V 10/20 (2022.01); H04N 23/20 (2023.01)
CPC G06V 10/774 (2022.01) [G06V 10/20 (2022.01); H04N 23/20 (2023.01)] 5 Claims
OG exemplary drawing
 
1. A machine learning device comprising:
a far-infrared image acquisition unit that acquires a far-infrared image;
an image conversion unit that converts the acquired far-infrared image into a visible light image;
a visible light image trained model storage unit that stores a first visible light image trained model having performed learning using a visible light image as training data; and
a transfer learning unit that performs transfer learning on the first visible light image trained model by using the visible light image obtained by the conversion as training data to generate a second visible light image trained model.