Thunderstorm weather prediction method and device, computer equipment and storage medium

The invention relates to a thunderstorm weather prediction method and device, computer equipment, a storage medium and a computer program product. The method comprises the following steps: acquiring a meteorological image around a to-be-predicted power transmission line; identifying a feature region from the meteorological image through a thunderstorm weather prediction model obtained through pre-training, and determining meteorological feature information of the feature region corresponding to preset meteorological features; the preset meteorological characteristics are related to thunderstorm weather; and obtaining a thunderstorm weather prediction result around the power transmission line based on a thunderstorm weather prediction model obtained by pre-training and the meteorological feature information of the feature region. By adopting the method, the accuracy of thunderstorm weather prediction can be improved. 本申请涉及一种雷暴天气预测方法、装置、计算机设备、存储介质和计算机程序产品。所述方法包括：获取待预测的输电线路周边的气象图像；通过预先训练得到的雷暴天气预测模型，从气象图像中识别出特征区域