Method of generating training data, training data generating apparatus, and image processing apparatus
AssigneeCasio Computer Co., Ltd.
InventorNaotomo Miyamoto
Life of this patent
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Abstract
An objective is to efficiently store images to be used as training data. A server determines an image area (first image area) including an image of a marker or the like, in a captured image corresponding to image data acquired by image capturing by a camera, for example. The server then determines an image area (second image area) of a moving body (for example, forklift) equipped with the marker or the like. The server generates and stores training data corresponding to the second image area. The training data will be used for machine learning later.
Claims15
A method of generating training data executed by a computer, the method comprising:
- determining a second image area in at least one captured image, the second image area comprising a first image area for acquiring identification information on a moving body;
- and
- generating training data for machine learning, the training data corresponding to the determined second image area.
A training data generating apparatus comprising:
- at least one processor, wherein the at least one processor executes the following:
- determining a second image area in at least one captured image, the second image area comprising a first image area for acquiring identification information on a moving body;
- and
- generating training data for machine learning, the training data corresponding to the determined second image area.
An image processing apparatus comprising:
- at least one processor, wherein the at least one processor executes the following:
- acquiring identification information on a moving body on basis of a captured image;
- determining whether a movement of the moving body is a predetermined behavior on basis of the captured image and training data, the training data being generated on basis of a captured image corresponding to a past time of occurrence of a rapid deceleration or sudden stop of the moving body;
- and
- providing a notification to the moving body if the movement is determined to be the predetermined behavior.
Dependencies are inferred from the claim text.