Deep learning-based detection method, device and system under wellhead of oil field

The invention relates to the field of deep learning, and discloses a deep learning-based detection method, device and system under an oil field wellhead, and the method comprises the steps: S100, collecting an image of a peripheral region under the oil field wellhead; s200, the collected image is preprocessed, so that a preprocessed image is obtained; s300, constructing a deep learning-based detection model under the wellhead of the oil field, and training to obtain a trained deep learning-based detection model under the wellhead of the oil field; and S400, inputting the preprocessed image into the well-trained detection model under the oilfield wellhead based on deep learning so as to detect the environment under the oilfield wellhead. According to the invention, the response time of detection below the wellhead of the oil field can be greatly shortened, and the real-time performance of data acquisition and identification is realized. 本公开涉及深度学习领域，揭示了基于深度学习的油田井口下方检测方法、装置、系统，其方法包括：S100：采集油田井口下方周边区域图像；S200：对所采集