Unmanned warehouse goods intelligent inventory method and system based on environment perception
A technology for environmental perception and goods, applied in the field of intelligent inventory method and system for unmanned warehouse goods, can solve the problems of inability to identify the type of goods, time-consuming, labor-intensive and other problems
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Embodiment 1
[0037] Such as figure 1 As shown, this embodiment provides an intelligent inventory method for unmanned warehouse goods based on environment perception, which specifically includes the following steps:
[0038] Step 1: Obtain a video stream of patrolling all the shelves in the warehouse.
[0039] In a specific implementation, equipment such as a multi-eye panoramic camera can be used to take global shots of the shelves in the warehouse to obtain video streams for inspecting the shelves.
[0040] Step 2: Process the video stream based on the text information recognition neural network, identify the structured information on the product packaging box, and obtain the type of goods; process the video stream based on the target detection network, and identify the number of goods.
[0041] In a specific implementation, the text information recognition neural network of this embodiment is such as image 3 As shown, the structured information on the product packaging can be effectiv...
Embodiment 2
[0054] This embodiment provides an intelligent inventory system for goods in an unmanned warehouse based on environmental perception, which specifically includes:
[0055] A video stream acquisition module, which is used to acquire the video streams of all shelves in the warehouse;
[0056] The product type and quantity identification module is used to process the video stream based on the text information identification neural network, identify the structured information on the product packaging box, and obtain the type of the product; process the video stream based on the target detection network, and identify the number of the product;
[0057] An inventory database creation module, which is used to create an inventory database according to the type and quantity of the identified goods;
[0058] The data comparison module is used to compare the inventory database with the data in the inbound and outbound database, and finally realize the intelligent inventory of the goods i...
Embodiment 3
[0061] This embodiment provides an intelligent inventory system for goods in an unmanned warehouse based on environment perception, which includes a video stream acquisition device and a processor.
[0062] In a specific implementation, the video stream collection device is used to collect video streams for inspecting all the shelves in the warehouse.
[0063] Wherein, the video stream collection device may be a device or instrument with a video collection function such as a multi-eye camera.
[0064] Specifically, the multi-eye panoramic camera can be mounted on the roadway stacker. When the roadway stacker is directly stacking goods on each shelf, the multi-eye panoramic camera can be equipped with a full range of 360° scenes around it.
[0065] The video stream is transmitted to the processor in real time through industrial WIFI, such as the cloud platform for analysis and processing, such as figure 2 shown.
[0066] It should be noted that the roadway stacker in this em...
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