A road intersection detection method and device based on improved yolov3
A detection method and intersection technology, which is applied in the field of image processing, can solve the problems of difficulty in detecting small road intersections and low detection accuracy, and achieve the effect of enhancing expression ability and improving detection accuracy
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[0034] In order to elaborate the objectives, technical solutions and advantages of the present invention, the present invention will be further described in detail below with reference to specific implementation steps and accompanying drawings.
[0035] Embodiment of road intersection detection method
[0036] The invention provides a road intersection detection method based on improved YOLOv3, which mainly includes first collecting road images; performing network training to construct an improved YOLOv3 network model; the improved YOLOv3 network model includes a feature extraction end and a feature detection end, The feature detection end includes multiple channels. In each channel, the corresponding convolution module is first widened horizontally to generate different feature maps, and then vertically aggregated; the road image to be detected is processed by using the improved YOLOv3 network model. Identify and output the results.
[0037] Specifically, the road intersecti...
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