Title:
IMAGING DEVICE AND METHOD FOR CONTROLLING IMAGING DEVICE
Document Type and Number:
WIPO Patent Application WO/2024/095692
Kind Code:
A1
Abstract:
An imaging device according to the present invention includes an image sensor having a plurality of pixels for converting a subject image into electrical signals. Said imaging device is characterized by comprising: a first machine learning computation means that uses a first machine learning model including a plurality of computation layers to process signals obtained from the plurality of pixels; a determination means that determines whether or not to perform processing by the first machine learning computation means; and a second machine learning computation means that uses a second machine learning model, which is different from the first machine learning model, to perform processing on the basis of the signals or the processing result by the first machine learning computation means, wherein the first machine learning model at least includes a quantization computation layer for carrying out quantization computation with respect to a computation result of a convolution computation layer for carrying out convolution computation.
Inventors:
MATSUDA SOICHI (JP)
TOKUNAGA HIROYUKI (JP)
YAMAHASHI KEI (JP)
TOKUNAGA HIROYUKI (JP)
YAMAHASHI KEI (JP)
Application Number:
PCT/JP2023/036403
Publication Date:
May 10, 2024
Filing Date:
October 05, 2023
Export Citation:
Assignee:
LEAPMIND INC (JP)
International Classes:
H04N23/60; G06N3/045; G06N3/0464; H04N25/00
Foreign References:
| JP2022501982A | 2022-01-06 | |||
| CN112532892A | 2021-03-19 | |||
| US20170278546A1 | 2017-09-28 | |||
| CN113206929A | 2021-08-03 | |||
| JP2019129169A | 2019-08-01 |
Attorney, Agent or Firm:
NISHIZAWA Kazuyoshi et al. (JP)
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