Railway locomotive depot scene description method and system

A scene description, locomotive depot technology, applied in neural learning methods, computer parts, instruments, etc., can solve problems such as cognitive disorders, misjudgments, and the inability of traditional monitoring equipment to provide scene information

Pending Publication Date: 2020-11-10
HEFEI UNIV OF TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] In view of the above-mentioned shortcomings of the prior art, the purpose of the present invention is to provide a method and system for describing the railway locomotive depot scene, which is used to solve the problems caused by a large number of manual operations and fatigue driving in the locomotive depot scene in the prior art. Problems such as abnormal cognition, misjudgment by naked eye observation, and inability of traditional monitoring equipment to provide effective scene information

Method used

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  • Railway locomotive depot scene description method and system
  • Railway locomotive depot scene description method and system
  • Railway locomotive depot scene description method and system

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Embodiment Construction

[0091] Embodiments of the present invention are described below through specific examples, and those skilled in the art can easily understand other advantages and effects of the present invention from the content disclosed in this specification. The present invention can also be implemented or applied through other different specific implementation modes, and various modifications or changes can be made to the details in this specification based on different viewpoints and applications without departing from the spirit of the present invention. It should be noted that, in the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.

[0092] It should be noted that the diagrams provided in the following embodiments are only schematically illustrating the basic ideas of the present invention, and only the components related to the present invention are shown in the diagrams rather than the number, shape and number of componen...

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Abstract

The invention discloses a railway locomotive depot scene description method and system. The railway locomotive depot scene description method comprises the following steps: acquiring railway locomotive depot scene image data, preprocessing the railway locomotive depot scene image data into marked image data, dividing the marked image data into a training sample and a test sample, and checking themarked image data to remove abnormal image data in the marked image data to obtain a data set, training a training sample through a cross-language image description model to obtain a trained cross-language image description model, and performing image description on the test sample through the trained cross-language image description model to obtain an image description result. Manual observationof a locomotive depot scene is not needed, and the description effect is good.

Description

technical field [0001] The present invention relates to the technical field of image description, in particular to a scene description method and system for a railway locomotive depot. Background technique [0002] The locomotive depot is the main operation department of the railway transportation system. It is mainly responsible for the operation, comprehensive maintenance, and overall maintenance (generally intermediate repair and section repair) of railway locomotives. Simply put, the locomotive depot is responsible for driving trains and overhauling trains, and belongs to the front-line driving unit. Locomotive depots are generally set up near important railway hub cities or important freight marshalling yards, and are mainly responsible for power traction tasks for passenger trains, freight trains, luggage trains or special transport tasks. As the main means of land transportation, railway has the advantages of large transportation capacity, low cost, strong adaptabili...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08
CPCG06N3/049G06N3/084G06V20/40G06N3/044G06N3/045G06F18/214
Inventor 卫星李航翟琰盛典墨陆阳刘邵凡蒋婷谢金龙赵明张研周芳陈柏霖
Owner HEFEI UNIV OF TECH
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