Learning data collection device, learning data collection system, and learning data collection method

A data collection and data technology, applied in machine learning, image data processing, program control devices, etc., can solve problems such as time-consuming

Pending Publication Date: 2021-02-05
PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In the process of collecting such learning data, labor-intensive work occurs, such as appropriately setting a plurality of shooting conditions (including camera settings, lighting settings, configuration, etc.) for photography

Method used

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  • Learning data collection device, learning data collection system, and learning data collection method
  • Learning data collection device, learning data collection system, and learning data collection method
  • Learning data collection device, learning data collection system, and learning data collection method

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Embodiment Construction

[0025] The first invention made to solve the above-mentioned problems is a learning data collection device that collects photographed images generated by a photography device for a photographer to take pictures of objects as learning data for image recognition, and the learning data collection The device is characterized in that it includes a processor that executes a process of collecting the learning data, the processor acquires the photographed image from the photographing device, the processor determines whether the photographed image is suitable for the learning data, The processor executes notification processing for urging the photographer to perform re-shooting of the captured image determined to be unsuitable for the learning data.

[0026] Thus, during the process of collecting learning data for image recognition, the photographer is urged to take another shot of a shot image judged to be unsuitable for the learning data, so that collection of inappropriate shot image...

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PUM

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Abstract

[Problem] To suppress, during the collection of learning data used for image recognition, the collection of inappropriate photographic images that are unsuitable for learning. [Solution] A learning data collection device (3), wherein a processor (51) is configured to acquire a photographic image from a photographic device (2), determine whether the photographic image is suitable for the learning data, and execute a notification process for prompting a photographer to retake photographic images that were determined to be unsuitable for the learning data.

Description

technical field [0001] The present disclosure relates to a learning data collection device, a learning data collection system, and a learning data collection method for collecting learning data for image recognition. Background technique [0002] In recent years, an image recognition technology for recognizing an object from an image captured by a camera or the like has been rapidly developed by using machine learning such as deep learning (deep learning). In image recognition using machine learning, more data of photographed images with objects (recognition targets) as subjects are collected as learning data, and by making the learner learn it, it is possible to improve the utilization of the learned model. Accuracy of identifying objects in unknown photographic images. [0003] In the process of collecting such learning data, labor-intensive work occurs, such as appropriately setting a plurality of shooting conditions (including camera settings, lighting settings, config...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06N20/00G06V10/774
CPCG06N20/00G06T7/0002G06T2207/20081G06T2207/30168G06V10/993G06V10/945G06V10/774G06F9/453G06V20/20G06F18/2148G06V10/10
Inventor 上田大介新崎诚松本裕一
Owner PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO LTD
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