包裹自动分流方法及系统
By combining image acquisition devices and package target detection models with the Hungarian matching algorithm, efficient and accurate automatic package sorting was achieved, solving the problem of low efficiency in traditional sorting methods and improving the accuracy and intelligence of automatic sorting.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- JIANGSU ZHONGKEGUANWEI AUTOMATION TECH CO LTD
- Filing Date
- 2022-12-30
- Publication Date
- 2026-07-17
AI Technical Summary
Traditional manual sorting methods are inefficient, and automated sorting systems have high rates of false detection and missed detection, making it difficult to meet the needs of modern logistics.
An image acquisition device is used in conjunction with a package target detection model and a matching tracking method. The automatic sorting of packages is achieved through a swing wheel sorting device. The YOLOV5s target detection model and the ShuffeNetV2 network architecture are used for package target detection. The Hungarian matching algorithm and non-maximum suppression method are combined to improve the accuracy and efficiency of sorting.
It effectively improves the accuracy and efficiency of automatic parcel sorting, enhances the level of intelligence, and reduces the false detection and missed detection rates.
Smart Images
Figure CN116251753B_ABST