Smoking recognition method, device and equipment for logistics warehouse and storage medium

An identification method and warehouse technology, applied in the field of logistics warehouse management, can solve problems such as fire expansion and spread, difficulty in evacuating people, and goods blocking evacuation channels, etc., and achieve the effects of improving output efficiency, facilitating call and training, and reducing image processing time
CN112287768APending Publication Date: 2021-01-29SHANGHAI DONGPU INFORMATION TECH CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
SHANGHAI DONGPU INFORMATION TECH CO LTD
Publication Date
2021-01-29

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Abstract

The invention discloses a smoking recognition method, device and equipment for a logistics warehouse and a storage medium, and aims to solve the problems that the space of the logistics warehouse in the industry is large, many inflammable materials exist, no partition exists, and a fire is easily caused by smoking; and the method includes establishing an image data set by obtaining historical images of smoking behaviors and performing target labeling on the historical images; creating and optimizing a YOLOv4 model, and inputting the image data set into the optimized YOLOv4 model for training to obtain a smoking recognition model; and inputting the image of the logistics warehouse into the smoking recognition model in real time, and judging whether a smoking behavior exists in the image ornot. Smoking behaviors of workers in a monitoring area are automatically recognized, fire disasters caused by smoking are prevented, and pre-warning, normal state detection and standard management areachieved.
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Description

technical field

[0001] The invention belongs to the technical field of logistics warehouse management, and in particular relates to a smoking identification method, device, equipment and storage medium for logistics warehouses. Background technique

[0002] The goods stored in the logistics warehouse are mainly home appliances, daily necessities, etc. Although the goods flow quickly and stay in the logistics warehouse for a short time, due to the needs of circulation and distribution, a large number of wooden or plastic pallets, packing boxes, etc. are used in the logistics warehouse. Combustion is easy to occur, and there are a large number of electrical equipment in the logistics warehouse. Once leakage or failure occurs, the fire hazard will also increase.

[0003] The internal setting of the logistics warehouse requires large space, barrier-free, and integrated, so the building area is relatively large. Due to the need for convenient operation, there are few partition wa...

Claims

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