Commodity detection camera, commodity detection method and device
A technology for cameras and images to be detected, which is applied in image communication, character and pattern recognition, television, etc., and can solve the problems of consuming server or computer computing resources, multiple traffic, and consumption
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Embodiment 1
[0052] This embodiment provides a commodity detection camera, which can collect images and can also detect commodities on the collected images. figure 1 A structural block diagram of a product detection camera is shown, such as figure 1 As shown, the product detection camera 100 includes an image acquisition unit 104 and a product detection unit 102 connected to the image acquisition unit 104 .
[0053] The image acquisition unit 104 is used to collect images containing commodities, and transmits the images to the commodity detection unit 102, and the commodity detection unit 102 is used to perform commodity detection on the images.
[0054] Wherein, the image acquisition unit 104 may be an RGB camera, and in some embodiments, the image acquisition unit 104 may also include an infrared camera or a depth camera. The commodity detection camera 100 may be provided with one or more supplementary lights, which are used to provide supplementary light for the image acquisition unit ...
Embodiment 2
[0067] This embodiment provides a product detection method, which is applied to the product detection camera described in Embodiment 1. The camera can collect images, and can also perform product detection on the collected images. image 3 A flow chart of the product detection method is shown. It should be noted that, in image 3 The steps shown in the flowcharts can be implemented in a computer system, such as a set of computer-executable instructions, and, although a logical order is shown in the flowcharts, in some cases, the The steps shown or described are performed sequentially. This embodiment will be described in detail below.
[0068] Such as image 3 As shown, the product detection method provided in this embodiment includes the following steps:
[0069] Step S302, performing preprocessing on the images including commodities collected by the image acquisition unit to obtain images to be detected.
[0070] An image including a commodity collected by the image col...
Embodiment 4
[0100] Corresponding to the above method embodiment, this embodiment provides a product detection device, which is applied to a product detection camera, see Figure 4 A schematic structural diagram of a product detection device shown, the device includes:
[0101] The image preprocessing module 41 is used to preprocess the image containing the commodity collected by the image acquisition unit to obtain the image to be detected;
[0102] Commodity detection module 42, for carrying out commodity detection to described image to be detected by commodity detection model; Described commodity detection model comprises detection network and counting module, and described detection network is used for determining the commodity contained in described image, and output surrounds Coordinate information of the commodity bounding box of the commodity; the counting module is used to count the quantity of the commodity bounding box, and use the quantity of the commodity bounding box as the c...
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