License plate recognition model training method and device and license plate recognition method and device
A license plate recognition and model training technology, applied in the field of license plate recognition, can solve problems such as recognition and detection accuracy, achieve the effect of improving efficiency, meeting the requirements of accuracy, and simplifying the process of license plate recognition
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Embodiment 1
[0059] Embodiment one, such as figure 1 A kind of license plate recognition model training method shown in -6, comprises the following steps:
[0060] Step S10, constructing a double license plate vehicle data set B and a license plate data set C according to the collected vehicle image samples with double license plates;
[0061] Step S20, training the yolov3-tiny network model structure based on the double license plate vehicle data set B, and locating the license plate area in the vehicle picture;
[0062] Step S30, perform a network test on each training model of yolov3-tiny according to the double-license plate vehicle test set containing a variety of test pictures with double license plates, and retain the weight file of the yolov3-tiny network model with the highest accuracy;
[0063] Step S40, training the network model structure of LPS / CR-NET character segmentation and recognition based on the license plate data set C, locating the position of each character in the l...
Embodiment 2
[0120] Embodiment 2, a method for license plate recognition, comprising the following steps:
[0121] 1) Obtain vehicle pictures;
[0122] 2) input the vehicle picture into the model, carry out double license plate recognition to the vehicle picture, and obtain the double license plate recognition result; wherein, the model is obtained by training the license plate recognition model training method described in the above-mentioned implementation one;
[0123] 3) Using the character sorting algorithm to the double license plate recognition results obtained in step 2)
[0124] 4) Output two license plate numbers.
Embodiment 3
[0125] Embodiment 3, a double license plate recognition device, comprising:
[0126] The acquisition module is used to acquire vehicle pictures;
[0127] The recognition module is configured to input the vehicle picture into a model, and perform double license plate recognition on the vehicle picture, wherein the model is obtained by training the license plate recognition model training method described in the first embodiment above.
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