AI visual detection method and system based on deep learning, and readable storage medium
A visual inspection and deep learning technology, applied in the field of visual inspection, can solve problems such as poor stability and accuracy of inspection equipment, long shooting inspection time, and limited efficiency of worker inspection.
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Embodiment 1
[0093] A first aspect of the present invention provides an AI visual inspection device, please refer to Figure 3-Figure 11 , the AI visual inspection equipment includes:
[0094] Transmission structure, one end of the transmission structure is the material loading position 11, the other end of the transmission structure is the material unloading position 15, the transmission structure has a transmission position for the housing structure to move, and the transmission position includes: a first The transmission section and the second transmission section, the transmission directions of the first transmission section and the second transmission section are different, preferably, in some embodiments, when the casing structure is a notebook shell, the first transmission section and the second transmission section are mutually vertical or nearly vertical;
[0095] Two first side visual detection devices 20, two of the first side visual detection devices 20 are respectively arra...
Embodiment 2
[0152] Based on the AI visual inspection device in the above embodiment, the present invention further provides an AI visual inspection system, including an industrial computer, a quality inspection server, and the aforementioned AI visual inspection device;
[0153] The industrial computer is connected to the AI visual inspection device to control the AI visual inspection device and receive inspection information, and the industrial computer is wired or wirelessly connected to the quality inspection server to transmit inspection information and obtain identification result.
[0154] The industrial computer is responsible for scheduling each station to take pictures, uploading the pictures to the quality inspection server, calling the algorithm model and rule processing program deployed on the quality inspection server to identify and determine the defects, and finally send them according to the identification results returned by the service. It is given to the industria...
Embodiment 3
[0167] Based on the AI visual detection device or system in the above embodiment, the present invention also provides an AI visual detection method based on deep learning applied to the above AI visual detection device or system, wherein the AI for executing the AI visual detection method Vision inspection equipment includes:
[0168] Transmission structure, one end of the transmission structure is the material loading position, the other end of the transmission structure is the material unloading position, the transmission structure has a transmission position for the housing structure to move, and the transmission position includes a first transmission section and a second transmission section. The transmission directions of the segment and the second transmission segment are different (when the casing structure is a notebook shell, preferably, the first transmission segment and the second transmission segment are arranged perpendicular to each other or approximately pe...
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