Goods collection management method and system based on image recognition

Abstract

The invention discloses a goods collection management method and system based on image recognition, belongs to the technical field of Internet of Things, and aims to solve the technical problem of how to realize real-time monitoring and analysis of the whole goods collection business process in the field of cigarette packet goods collection business. Based on the cigarette packet images, identifying cigarette packet numbers through a goods collection management system, and based on the packaging unit images, identifying packaging unit numbers through the goods collection management system; based on the goods allocation images, whether goods are stored in goods allocations in a goods collection area or not is recognized through a goods collection management system, positioning monitoring is conducted on operators based on a personnel positioning system, position information of the operators is collected, and whether the positions of the operators are consistent with the positions of the packaging units or not is judged; and based on the image of the delivery truck, identifying the license plate number of the delivery truck through a goods collection management system, pushing the goods collection location information of the delivery truck needing to deliver goods to corresponding operators, and identifying whether the packaging unit code is matched with the delivery truck of the loading platform through the goods collection management system.

Description

Technical Field

[0001] The present invention relates to the technical field of the Internet of Things, and more specifically to a goods collection management method and system based on image recognition. Background Art

[0002] In the field of sorting and goods collection of tobacco logistics, there is currently no mature and effective technology to improve the efficiency and accuracy of goods collection. There are also no corresponding solutions for business requirements such as early warning of goods collection errors, guidance of goods collection locations, and error correction during loading.

[0003] For the field of tobacco package goods collection, how to achieve real-time monitoring and analysis of the entire goods collection process is a technical problem that needs to be solved. Summary of the Invention

[0004] The technical task of the present invention is to address the above deficiencies and provide a goods collection management method and system based on image recognition to solve the technical problem of how to achieve real-time monitoring and analysis of the entire goods collection process in the field of tobacco package goods collection.

[0005] In a first aspect, a goods collection management method based on image recognition according to the present invention is applied to a total system including a packaging machine, a goods collection management system, a container unit, a personnel positioning system, an area-based monitoring system, a loading platform gate system, and a loading area monitoring system. The method includes the following steps:

[0006] Tobacco package stacking: The packaging machine packs and labels the tobacco packages, stacks the labeled tobacco packages onto the container unit, respectively collects the tobacco package images and the container unit images, identifies the tobacco package numbers through the goods collection management system based on the tobacco package images, identifies the container unit numbers through the goods collection management system based on the container unit images. After the container unit is full, the goods collection management system binds the tobacco packages and the container unit, and schedules the operating personnel to store the container unit in the corresponding goods collection area storage location.

[0007] Goods collection area storage: The goods collection area monitoring system monitors the goods collection area storage location and collects the storage location images of the goods collection area storage location. Through the goods collection management system, it identifies whether there are goods stored in the goods collection area storage location based on the storage location images. If there are no goods, it pushes a warning message to the corresponding operating personnel. If there are goods, it schedules the operating personnel to pick up the goods at the goods collection area storage location, and monitors the positioning of the operating personnel based on the personnel positioning system, collects the position information of the operating personnel, and determines whether the position of the operating personnel is consistent with that of the container unit. If not, it determines that the operating personnel have made a wrong pick-up and pushes a warning message to the corresponding operating personnel.

[0008] Container unit loading: Monitor the delivery truck through the loading area monitoring system, collect the image of the delivery truck, identify the license plate number of the delivery truck based on the image of the delivery truck and through the goods collection management system, push the goods collection location information that the delivery truck needs to deliver to the corresponding operator. When the operator passes through the loading platform after picking up the goods, monitor the loading platform gate system and collect the image of the container unit. Identify the number of the container unit based on the image of the container unit and through the goods collection management system. Identify whether the container unit code matches the delivery truck at the loading platform through the goods collection management system. If it does not match, send a warning message to the relevant operator. If it matches, bind the container unit with the delivery vehicle through the goods collection management system.

[0009] Preferably, the container unit includes a pallet and a cage truck, and a camera is installed at the stop and departure position of the container unit to collect the image of the container unit through the camera.

[0010] Correspondingly, a speed chain and a camera are installed at the sorting and offline port of the packaging machine to collect the image of the cigarette package through the camera.

[0011] Preferably, the goods collection area monitoring system includes a camera configured on the beam of the goods collection area to monitor the goods collection area location through the camera, collect the location image of the goods collection area location, identify whether there is goods stored in the goods collection area location based on the location image and through the goods collection management system. When the operator goes to the goods collection area location to pick up the goods, identify whether the goods in the goods collection area location have been taken away based on the location image and through the goods collection management system.

[0012] Preferably, the personnel positioning system is used to position the operator through the UWB positioning information of the operator.

[0013] Preferably, the loading area monitoring system includes a camera configured on the top of the loading area to monitor the delivery truck through the camera on the top of the loading area and collect the image of the delivery truck.

[0014] Gate cameras are installed on both sides of the loading platform to monitor the loading platform gate system through the gate cameras and collect the image of the container unit.

[0015] In a second aspect, a goods collection management system based on image recognition according to the present invention includes a packaging machine, a goods collection management system, a container unit, a personnel positioning system, a regional monitoring system based on, a loading platform gate system, and a loading area monitoring system.

[0016] When palletizing cigarette packages, the packaging machine is used to pack and label the cigarette packages, stack the cigarette packages with labels onto the container unit. The goods collection management system is used to identify the cigarette package numbers based on the cigarette package images, identify the container unit numbers based on the container unit images. After the container unit is full, the goods collection management system is used to bind the cigarette packages and the container unit, and dispatch the operators to store the container unit in the corresponding goods collection area storage location;

[0017] When storing in the goods collection area, the goods collection area monitoring system is used to monitor the storage locations in the goods collection area and collect the location images of the storage locations in the goods collection area. The goods collection management system is used to identify whether there are goods stored in the storage locations in the goods collection area based on the location images. If there are no goods, it will push a warning message to the corresponding operator. If there are goods, it will dispatch the operator to pick up the goods at the storage location in the goods collection area. The personnel positioning system is used to position and monitor the operator and collect the location information of the operator. The goods collection management system is used to judge whether the position of the operator is consistent with the position of the container unit based on the location information of the operator. If they are not consistent, it will determine that the operator has picked up the goods incorrectly and push a warning message to the corresponding operator;

[0018] When loading the container unit onto the vehicle, the loading area monitoring system is used to monitor the delivery vehicle, collect the delivery vehicle image. The goods collection management system is used to identify the license plate number of the delivery vehicle based on the delivery vehicle image, and push the goods collection location information that the delivery vehicle needs to deliver to the corresponding operator. When the operator passes through the loading platform after picking up the goods, the goods collection management system is used to identify the number of the container unit based on the collected container unit image, and identify whether the container unit code matches the delivery vehicle on the loading platform. If it does not match, it will send a warning message to the relevant operator. If it matches, it is used to bind the container unit with the delivery vehicle.

[0019] Preferably, the container unit includes a pallet and a cage car, and a camera is installed at the stop position of the container unit to collect the container unit image through the camera;

[0020] Correspondingly, a speed chain and a camera are installed at the sorting and offline port of the packaging machine to collect the cigarette package image through the camera.

[0021] Preferably, the goods collection area monitoring system includes a camera configured on the beam of the goods collection area to monitor the storage locations in the goods collection area and collect the location images of the storage locations in the goods collection area, and identify whether there are goods stored in the storage locations in the goods collection area based on the location images through the goods collection management system. When the operator picks up the goods at the storage location in the goods collection area, identify whether the goods at the storage location in the goods collection area have been picked up based on the location images through the goods collection management system.

[0022] Preferably, the personnel positioning system is used to position the operator through the UWB positioning information of the operator.

[0023] Preferably, the loading area monitoring system includes cameras configured on the top of the loading area. The delivery truck is monitored through the cameras on the top of the loading area to collect images of the delivery truck.

[0024] Gate cameras are installed on both sides of the loading platform. The gate system of the loading platform is monitored through the gate cameras, and images of the container unit are collected.

[0025] The goods collection management method and system based on image recognition of the present invention have the following advantages:

[0026] 1. In the cigarette carton palletizing link, the cigarette cartons are bound to the container unit for subsequent cigarette carton tracking and error correction.

[0027] 2. In the goods collection storage link, by identifying the goods collection storage location and personnel, the error situations of misplacing goods and pulling the wrong goods are reduced. Through the effective guidance of the operating personnel, the work efficiency of the goods collection operation is improved.

[0028] 3. In the goods collection loading link, by identifying the loading vehicle and the container unit, the loading error rate is reduced. Through the effective guidance of the operating personnel, the work efficiency of the loading operation is improved. BRIEF DESCRIPTION OF THE DRAWINGS

[0029] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following will briefly introduce the drawings required for use in the embodiments or the description of the prior art. Obviously, the following drawings are only some embodiments of the present invention. For those of ordinary skill in the art, other drawings can be obtained based on these drawings without creative efforts.

[0030] The present invention will be further described below with reference to the drawings.

[0031] Figure 1 It is a flowchart of a goods collection management method based on image recognition for Embodiment 1;

[0032] Figure 2 It is a flowchart of cigarette carton palletizing in a goods collection management method based on image recognition for Embodiment 1;

[0033] Figure 3 It is a flowchart of goods collection area storage in a goods collection management method based on image recognition for Embodiment 1;

[0034] Figure 4 It is a flowchart of container unit loading in a goods collection management method based on image recognition for Embodiment 1. DETAILED DESCRIPTION OF THE EMBODIMENTS

[0035] The present invention will be further described below in conjunction with the accompanying drawings and specific embodiments, so that those skilled in the art can better understand the present invention and be able to implement it. However, the embodiments given are not intended to limit the present invention. Without conflict, the embodiments of the present invention and the technical features in the embodiments can be combined with each other.

[0036] The embodiment of the present invention provides a goods collection management method and system based on image recognition, which is used to solve the technical problem of how to realize the real-time monitoring and analysis of the entire goods collection business process in the field of cigarette packet goods collection business.

[0037] Embodiment 1:

[0038] A goods collection management method based on image recognition according to the present invention is applied to a total system including a packaging machine, a goods collection management system, a container unit, a personnel positioning system, an area-based monitoring system, a loading platform gate system, and a loading area monitoring system. The method includes three steps: cigarette packet palletizing, goods collection area storage, and container unit loading.

[0039] Step S100 Cigarette packet palletizing: The cigarette packets are packed and labeled by the packaging machine, and the labeled cigarette packets are stacked onto the container unit. The cigarette packet images and the container unit images are respectively collected. Based on the cigarette packet images, the cigarette packet numbers are identified through the goods collection management system. Based on the container unit images, the container unit numbers are identified through the goods collection management system. After the container unit is full, the cigarette packets and the container unit are bound through the goods collection management system, and the operating personnel are scheduled to store the container unit in the corresponding goods collection area storage location.

[0040] In this embodiment, the container unit includes a pallet and a cage car. A camera is installed at the stop position of the container unit, and the container unit image is collected through the camera. Correspondingly, a speed chain and a camera are installed at the sorting and offline outlet of the packaging machine, and the cigarette packet image is collected through the camera.

[0041] As Figure 2 shown, in this embodiment, a camera is installed at the parking position of the container unit (pallet, cage car). The goods collection management system identifies the parked container unit number through an image recognition algorithm. A speed chain and a camera are installed at the sorting and offline outlet. The goods collection management system identifies the cigarette packet number after packing. After the container unit is full, the goods collection management system completes the binding of the cigarette packets and the container unit, and schedules the operating personnel to store the container unit in the corresponding goods collection area storage location. Then, the goods collection management system schedules a new container unit and continues to stack the cigarette packets at the sorting and offline outlet until all the cigarette packets are stacked.

[0042] Step S200 Storage in the Consolidation Area: Monitor the storage locations in the consolidation area through the consolidation area monitoring system, collect the location images of the storage locations in the consolidation area, and based on the location images, identify whether there is any goods stored in the storage locations in the consolidation area through the consolidation management system. If there is no goods, push a warning message to the corresponding operator. If there is goods, dispatch the operator to pick up the goods at the storage location in the consolidation area, and monitor the operator based on the personnel positioning system, collect the location information of the operator, and determine whether the position of the operator is consistent with that of the container unit. If not, determine that the operator has picked up the goods incorrectly and push a warning message to the corresponding operator.

[0043] As a specific implementation of the storage in the consolidation area, the consolidation area monitoring system includes cameras configured on the beams in the consolidation area. Monitor the storage locations in the consolidation area through the cameras, collect the location images of the storage locations in the consolidation area, and based on the location images, identify whether there is any goods stored in the storage locations in the consolidation area through the consolidation management system. When the operator picks up the goods at the storage location in the consolidation area, identify whether the goods at the storage location in the consolidation area have been picked up based on the location images through the consolidation management system. Among them, the personnel positioning system is used to locate the operator through the UWB positioning information of the operator.

[0044] In this embodiment, cameras are installed on the beams in the consolidation area, and the consolidation management system uses image recognition algorithms to identify and determine whether there are goods stored in the consolidation storage locations; if there are no goods stored, a warning message is sent to the corresponding personnel.

[0045] When starting to load the vehicle, issue an operation instruction to the operator to let him go to the corresponding consolidation storage location to pick up the goods. According to the monitoring information of the cameras on the top of the consolidation area, determine whether the goods at the consolidation storage location have been picked up; according to the UWB (Ultra-Wideband) positioning information of the operator, determine whether the movement trajectory of the personnel is consistent with the movement trajectory of the container unit; if not, determine that the picking is incorrect and send a warning message to the corresponding personnel.

[0046] Step S300 Loading of the Container Unit: Monitor the delivery vehicle through the loading area monitoring system, collect the image of the delivery vehicle, identify the license plate number of the delivery vehicle based on the image of the delivery vehicle through the consolidation management system, and push the information of the consolidation storage location where the delivery vehicle needs to deliver goods to the corresponding operator. When the operator passes through the loading platform gate system after picking up the goods, monitor the loading platform gate system and collect the image of the container unit. Identify the number of the container unit based on the image of the container unit through the consolidation management system, and identify whether the container unit code matches the delivery vehicle at the loading platform through the consolidation management system. If not, send a warning message to the relevant operator. If it matches, bind the container unit with the delivery vehicle through the consolidation management system.

[0047] As a specific implementation of loading the container unit onto the vehicle, the loading area monitoring system includes cameras configured at the top of the loading area. The delivery vehicle is monitored through the cameras at the top of the loading area to collect images of the delivery vehicle. Gate cameras are installed on both sides of the loading platform to monitor the gate system of the loading platform through the gate cameras and collect images of the container unit.

[0048] In this embodiment, cameras are installed at the top of the loading area. When the license plate number of the delivery vehicle is recognized, the information of the goods collection location where the delivery vehicle needs to deliver goods is pushed to the corresponding operating personnel.

[0049] Gate cameras are installed on both sides of the loading platform. When the operating personnel pass through the loading platform after picking up the goods, it is identified whether the container unit code matches the delivery vehicle at the loading platform. If it does not match, a warning message is sent to the relevant personnel; otherwise, the binding of the container unit and the delivery vehicle is completed.

[0050] The method disclosed in this embodiment takes image recognition and image analysis as the core, realizes the whole-process monitoring of the goods collection link, and conducts analysis during the monitoring process to give early warnings and correct errors in case of abnormal situations. Through the construction of this system, the accuracy and operation efficiency of the goods collection project in the tobacco industry are improved.

[0051] Embodiment 2:

[0052] A goods collection management system based on image recognition according to the present invention includes a packaging machine, a goods collection management system, a container unit, a personnel positioning system, a regional monitoring system based on, a gate system of the loading platform, and a loading area monitoring system.

[0053] When the cigarette packets are palletized, the packaging machine is used to pack and label the cigarette packets, and stack the cigarette packets with labels onto the container unit. The goods collection management system is used to identify the cigarette packet numbers based on the cigarette packet images, identify the container unit numbers based on the container unit images. After the container unit is full, the goods collection management system is used to bind the cigarette packets and the container unit, and dispatch the operating personnel to store the container unit in the corresponding goods collection area location.

[0054] In this embodiment, the container unit includes a pallet and a cage car. Cameras are installed at the stop and departure position of the container unit to collect images of the container unit through the cameras; correspondingly, a double-speed chain and a camera are installed at the sorting and offline port of the packaging machine to collect images of the cigarette packets through the camera.

[0055] In this embodiment, cameras are installed at the parking positions of the container units (pallets, cage carts). The goods collection management system identifies the numbers of the parked container units through image recognition algorithms. At the sorting offline outlet, a speed chain and cameras are installed. The goods collection management system identifies the numbers of the cigarette packs that have been packed. After the container unit is full, the goods collection management system completes the binding of the cigarette packs and the container unit, and schedules the operators to store the container unit in the corresponding goods collection area storage location. Then, the goods collection management system schedules a new container unit and continues to stack the cigarette packs at the sorting offline outlet until all the cigarette packs are stacked.

[0056] During storage in the goods collection area, the goods collection area monitoring system is used to monitor the storage locations in the goods collection area and collect the location images of the storage locations in the goods collection area. The goods collection management system is used to identify whether there are goods stored in the storage locations in the goods collection area based on the location images. If there are no goods, a warning message is pushed to the corresponding operator. If there are goods, the operator is scheduled to pick up the goods at the storage location in the goods collection area. The personnel positioning system is used to locate and monitor the operators and collect the location information of the operators. The goods collection management system is used to judge whether the positions of the operators and the container units are consistent based on the location information of the operators. If they are not consistent, it is determined that the operator has picked up the goods incorrectly, and a warning message is pushed to the corresponding operator.

[0057] As a specific implementation of storage in the goods collection area, the goods collection area monitoring system includes cameras configured on the beams of the goods collection area. The storage locations in the goods collection area are monitored through the cameras, and the location images of the storage locations in the goods collection area are collected. Based on the location images, the goods collection management system identifies whether there are goods stored in the storage locations in the goods collection area. When an operator picks up goods at the storage location in the goods collection area, the goods collection management system identifies whether the goods at the storage location in the goods collection area have been picked up based on the location images. Among them, the personnel positioning system is used to locate the operators through the UWB positioning information of the operators.

[0058] In this embodiment, cameras are installed on the beams of the goods collection area. The goods collection management system identifies and determines whether there are goods stored in the goods collection locations through image recognition algorithms. If there are no goods stored, a warning message is sent to the corresponding personnel.

[0059] When starting to load the vehicle, an operation instruction is sent to the operator to let him go to the corresponding goods collection location to pick up the goods. According to the monitoring information of the cameras on the top of the goods collection area, it is determined whether the goods at the goods collection location have been picked up. According to the UWB (Ultra-Wideband) positioning information of the operator, whether the movement trajectory of the personnel is consistent with the movement trajectory of the container unit. If they are not consistent, it is determined that the goods have been picked up incorrectly, and a warning message is sent to the corresponding personnel.

[0060] When the container unit is loaded onto the vehicle, the loading area monitoring system is used to monitor the delivery vehicle and collect images of the delivery vehicle. The goods collection management system is used to identify the license plate number of the delivery vehicle based on the images of the delivery vehicle, and push the goods collection location information that the delivery vehicle needs to deliver to the corresponding operator. When the operator passes through the loading platform after picking up the goods, the goods collection management system is used to identify the number of the container unit based on the collected images of the container unit, and identify whether the container unit code matches the delivery vehicle on the loading platform. If it does not match, a warning message will be sent to the relevant operator. If it matches, it is used to bind the container unit to the delivery vehicle.

[0061] As a specific implementation of loading the container unit onto the vehicle, the loading area monitoring system includes a camera configured at the top of the loading area, which monitors the delivery vehicle through the camera at the top of the loading area and collects images of the delivery vehicle. Gate cameras are installed on both sides of the loading platform, which monitor the gate system of the loading platform through the gate cameras and collect images of the container unit.

[0062] In this embodiment, a camera is installed at the top of the loading area. When the license plate number of the delivery vehicle is recognized, the goods collection location information that the delivery vehicle needs to deliver is pushed to the corresponding operator.

[0063] Gate cameras are installed on both sides of the loading platform. When the operator passes through the loading platform after picking up the goods, it is identified whether the container unit code matches the delivery vehicle on the loading platform. If it does not match, a warning message will be sent to the relevant personnel; otherwise, the binding of the container unit to the delivery vehicle is completed.

[0064] The above has introduced in detail the goods collection management method and system based on image recognition provided by the present invention. Specific examples are used in this article to elaborate on the principle and implementation manner of the present invention. The description of the above embodiments is only used to help understand the method and its core idea of the present invention; at the same time, for those of ordinary skill in the art, according to the idea of the present invention, there will be changes in the specific implementation manner and application scope. In summary, the content of this specification should not be construed as a limitation to the present invention.

Claims

1. A cargo collection management method based on image recognition, characterized in that: Applied to the overall system including a packaging machine, a cargo collection management system, a container unit, a personnel positioning system, a regional monitoring system, a loading platform gate system and a loading area monitoring system, the method comprises the following steps: Cigarette package palletizing: Pack and label cigarette packages through packaging machines, stack labeled cigarette packages into container units, collect cigarette package images and container unit images respectively, identify cigarette package numbers based on cigarette package images through the cargo collection management system, and identify container unit numbers based on the container unit images through the cargo collection management system. When the container unit is full, bind the cigarette packages and container units through the cargo collection management system, and dispatch operators to store the container units in the corresponding cargo collection area. Storage in the cargo collection area: The cargo collection area storage is monitored by the cargo collection area monitoring system, and the cargo collection area storage images are collected. Based on the cargo collection area images, the cargo collection management system identifies whether there are goods stored in the cargo collection area storage. If there are no goods, an early warning message is pushed to the corresponding operator. If there are goods, the operator is dispatched to the cargo collection area storage to pick up the goods. The operator is positioned and monitored based on the personnel positioning system, the location information of the operator is collected, and it is determined whether the position of the operator is consistent with that of the container unit. If not, it is determined that the operator has picked up the goods incorrectly, and an early warning message is pushed to the corresponding operator. Loading container units: The delivery truck is monitored through the loading area monitoring system, and the image of the delivery truck is collected. Based on the image of the delivery truck, the license plate number of the delivery truck is identified through the cargo collection management system, and the cargo collection location information where the delivery truck needs to deliver the goods is pushed to the corresponding operator. When the operator passes the loading platform after picking up the goods, the loading platform gate system is monitored and the image of the container unit is collected. Based on the image of the container unit, the number of the container unit is identified through the cargo collection management system. The cargo collection management system is used to identify whether the container unit code matches the delivery truck on the loading platform. If they do not match, an early warning message is sent to the relevant operator. If they match, the container unit is bound to the delivery vehicle through the cargo collection management system.

2. The method for managing goods collection based on image recognition according to claim 1, characterized in that: The container unit includes a pallet and a cage car. A camera is installed at the stop position of the container unit to collect images of the container unit; Correspondingly, a speed chain and a camera are installed at the sorting outlet of the packaging machine, and the cigarette package images are collected through the camera.

3. The method for managing goods collection based on image recognition according to claim 1, characterized in that: The cargo collection area monitoring system includes a camera arranged on the beam of the cargo collection area. The camera is used to monitor the cargo locations in the cargo collection area and collect cargo location images of the cargo locations in the cargo collection area. Based on the cargo location images, the cargo collection management system identifies whether there are goods stored in the cargo locations in the cargo collection area. When the operating personnel go to the cargo locations in the cargo collection area to pick up the goods, the cargo collection management system identifies whether the goods in the cargo locations in the cargo collection area have been taken away based on the cargo location images.

4. The method for managing goods collection based on image recognition according to claim 1, characterized in that: The personnel positioning system is used to locate the operating personnel through their UWB positioning information.

5. The method for managing goods collection based on image recognition according to claim 1, characterized in that: The loading area monitoring system includes a camera disposed on the top of the loading area, through which the delivery truck is monitored and images of the delivery truck are collected; Gate cameras are installed on both sides of the loading platform to monitor the loading platform gate system and collect images of container units.

6. A cargo collection management system based on image recognition, characterized in that: Including packaging machines, cargo collection management systems, container units, personnel positioning systems, area-based monitoring systems, loading platform gate systems, and loading area monitoring systems; When stacking cigarette packs, the packaging machine is used to pack and label the cigarette packs, and stack the labeled cigarette packs into the container unit. The cargo collection management system is used to identify the cigarette pack number based on the cigarette pack image, and the container unit number based on the container unit image. After the container unit is full, the cargo collection management system is used to bind the cigarette packs and the container unit, and dispatch the operators to store the container unit in the corresponding cargo collection area. When storing in the cargo collection area, the cargo collection area monitoring system is used to monitor the cargo locations in the cargo collection area and collect cargo location images of the cargo locations in the cargo collection area. The cargo collection management system is used to identify whether there are goods stored in the cargo locations in the cargo collection area based on the cargo location images. If there are no goods, an early warning message is pushed to the corresponding operator. If there are goods, the operator is dispatched to the cargo location in the cargo collection area to pick up the goods. The personnel positioning system is used to position and monitor the operators and collect the location information of the operators. The cargo collection management system is used to determine whether the position of the operator and the container unit is consistent based on the location information of the operator. If they are inconsistent, it is determined that the operator has picked up the goods incorrectly and an early warning message is pushed to the corresponding operator. When the container unit is loaded, the loading area monitoring system is used to monitor the delivery truck and collect the image of the delivery truck. The cargo collection management system is used to identify the license plate number of the delivery truck based on the image of the delivery truck, and push the cargo collection location information where the delivery truck needs to deliver the goods to the corresponding operator. When the operator passes the loading platform after picking up the goods, the cargo collection management system is used to identify the container unit number based on the collected container unit image, and identify whether the container unit code matches the delivery truck on the loading platform. If there is no match, an early warning message is sent to the relevant operator. If there is a match, it is used to bind the container unit to the delivery vehicle.

7. The cargo collection management system based on image recognition according to claim 6 is characterized in that: The container unit includes a pallet and a cage car. A camera is installed at the stop position of the container unit to collect images of the container unit; Correspondingly, a speed chain and a camera are installed at the sorting outlet of the packaging machine, and the cigarette package images are collected through the camera.

8. The cargo collection management system based on image recognition according to claim 6, characterized in that: The cargo collection area monitoring system includes a camera arranged on the beam of the cargo collection area. The camera is used to monitor the cargo locations in the cargo collection area and collect cargo location images of the cargo locations in the cargo collection area. Based on the cargo location images, the cargo collection management system identifies whether there are goods stored in the cargo locations in the cargo collection area. When the operating personnel go to the cargo locations in the cargo collection area to pick up the goods, the cargo collection management system identifies whether the goods in the cargo locations in the cargo collection area have been taken away based on the cargo location images.

9. The cargo collection management system based on image recognition according to claim 6, characterized in that: The personnel positioning system is used to locate the operating personnel through their UWB positioning information.

10. The cargo collection management system based on image recognition according to claim 6, characterized in that: The loading area monitoring system includes a camera disposed on the top of the loading area, through which the delivery truck is monitored and images of the delivery truck are collected; Gate cameras are installed on both sides of the loading platform to monitor the loading platform gate system and collect images of container units.

Images