Automatic identification system and method for an automatic rotary cabinet based on deep learning
An automatic identification system and deep learning technology, which is applied in the field of automatic identification system of automatic rotary cabinet, can solve the problems of many interference factors, low efficiency of manual verification, time consumption and other problems of manual verification, so as to reduce human operation errors, reduce labor costs, cost-saving effect
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[0021] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention.
[0022] see Figure 1-2 , an embodiment provided by the present invention: a deep learning-based automatic cargo recognition vision system and method for automatic rotary cabinets, including image information preprocessing subsystems, cargo recognition and detection subsystems, background inventory management subsystems, and recognition system updates subsystem.
[0023] Further, the image information preprocessing subsystem adopts preprocessing technologies such as image smoothing, grayscale stretching, restoration, denoising, enhancement, edge detection, and central normalization to improve image clarity and quality.
[0024] Image preprocessing, realized by Opencv...
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