Outdoor storage yard digitization system
A storage yard and management system technology, applied in the digital system field of traditional outdoor storage yards of electric power materials, can solve problems such as insufficient quantitative management, increased cost of loading and unloading materials, and unreasonable distribution of warehouse positions for electric power materials, etc. The effect of automatic allocation, improvement of reasonable utilization rate, and improvement of storage capacity utilization rate
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[0019] The present invention will be described in detail below in conjunction with specific embodiments, which should not be construed as a limitation of the present invention.
[0020] A digital system for an outdoor yard, which includes a visual identification system, a 3D visual management system, an intelligent yard operation system, a yard storage system, and a yard management system; wherein
[0021] The visual recognition system is based on large scene visual recognition for automatic identification of loading and unloading materials, material coordinates and height measurement. The visual recognition system is completed by a large scene 3D coordinate self-learning algorithm. The large scene 3D coordinate self-learning algorithm is composed of the PRN candidate frame extraction module and The Fast-rcnn detection module consists of two modules. RPN is a fully convolutional neural network for extracting candidate frames; Fast-rcnn detects and recognizes targets in the prop...
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