License plate detection method and device based on deep learning, equipment and storage medium

The invention is applicable to the field of artificial intelligence and computer vision, and provides a license plate detection method, device and equipment based on deep learning, and a storage medium, and the method comprises the steps: obtaining a to-be-detected target image when a license plate detection request is received, carrying out the license plate detection of the target image through a pre-trained license plate detection neural network, and obtaining a license plate detection result; the license plate detection neural network comprises a feature extraction module, a feature enhancement module and a relation matching module, so that the license plate detection speed and the license plate detection accuracy are improved. 本发明适用人工智能与计算机视觉领域，提供了一种基于深度学习的车牌检测方法、装置、设备及存储介质，该方法包括：当接收到车牌检测请求时，获取待检测的目标图像，通过预先训练好的车牌检测神经网络对目标图像进行车牌检测，得到目标图像中与车辆对应的车牌位置，其中，车牌检测神经网络包括特征提取模块、特征增强模块以及关系匹配模块，从而提高了车牌检测速度和车牌检测的准确率。