Non-motor vehicle detection method

The invention discloses a non-motor vehicle detection method. The non-motor vehicle detection method comprises the following steps: S1, image preprocessing: acquiring a video image shot by a traffic video camera, and standardizing the specification of the video image; and S2, non-motor vehicle detection: using a YOLOv3 network on an OpenCV platform, and performing non-motor vehicle detection in combination with the standardized video image to obtain a detection result. The method is short in operation time and high in recognition rate and accuracy, and can effectively detect the non-motor vehicles entering the motor vehicle lane. 本发明揭示了一种非机动车检测方法，包括如下步骤：S1、图像预处理，获取交通视频摄像头所拍摄的视频图像，对视频图像的规格进行标准化处理；S2、非机动车检测，在OpenCV平台上使用YOLOv3网络，结合经过标准化处理的视频图像进行非机动车检测，得到检测结果。本发明的方法运行时间短、识别率和准确率较高，可以有效地实现对进入机动车道内的非机动车辆的检测。