Image data processing method and system based on cloud computing service

The embodiment of the invention provides an image data processing method and system based on cloud computing service, and the method comprises the steps: obtaining target image processing data used for monitoring a cloud computing container, and carrying out the processing of image data according to the target image processing data and the information of an image processing model strategy contained in the cloud computing container; generating information of a target image coding characteristic spectrum, and then determining up-sampling data of a convolutional neural network unit of a cloud computing container corresponding to an image processing model object and up-sampling data of a convolutional neural network unit of a cloud computing container corresponding to a target image coding characteristic spectrum type; and determining the up-sampling data of the target convolutional neural network unit according to the up-sampling data of the convolutional neural network unit of the cloud computing container corr