Vehicle detection method and device, storage medium and electronic equipment

Abstract

The invention discloses a vehicle detection method and device, a storage medium and electronic equipment, and the method comprises the steps: inputting a to-be-detected target image into a feature extraction layer of a vehicle detection model during vehicle detection, and extracting a first feature map of the target image; then, detecting a vehicle detection frame, a license plate detection frame and a vehicle type in the first feature map through a target detection layer, and performing up-sampling on the first feature map to obtain a second feature map; and then, determining a license plate region feature map from the second feature map based on a license plate detection frame, and recognizing the license plate number of the license plate region feature map through a number recognition layer. And finally, according to the vehicle detection frame, the license plate detection frame, the identified vehicle type and the license plate number, determining a vehicle detection result of the target image. The vehicle position, the vehicle type, the license plate position and the license plate number in the target image are detected through the vehicle detection model, manpower resources are saved, and the detection efficiency is improved.

Description

technical field [0001] The present application relates to the technical field of target detection, and in particular to a vehicle detection method, device, storage medium and electronic equipment. Background technique [0002] With the development of information technology, the importance of video surveillance technology in social security has become increasingly prominent. For example, a surveillance camera is installed in a parking lot to record the entry and exit time of each vehicle. Install surveillance cameras in the warehousing environment to identify vehicles delivering goods and strictly prevent private transactions by warehouse personnel. [0003] Taking the storage environment as an example, in order to ensure the safety of goods, a monitoring camera is usually installed in each warehouse to monitor the loading and unloading of goods in the warehouse. When the shipment volume of a certain warehouse is abnormal, the surveillance video of the warehouse can be manu...

AI Technical Summary

Problems solved by technology

[0004] However, it takes a lot of manpower to identify the vehicle loaded with goods by manually viewing the surveillance video, and the detection efficiency is low

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