Integrating multimodal data with Deep learning model(CNN)

garage_greg

As part of a requirement, I am asked to develop a multi-modal deep learning model that integrates: Sentinel-1 SAR satellite imagery Rainfall measurements River discharge / water level data to produce accurate flood segmentation maps. The Standard CNN model works this way : Convolution: Apply convolutional filters to input data to extract local features. Activation: Introduce non-linearity by applying an activation function (e.g., ReLU) to the...

Originally asked by ANKIT CHAKRABORTY on Stack Exchange (ai) (CC BY-SA 4.0).

uphilltech

Good thread on this — worth a read before you pay anyone to build it.

Discussion: https://ai.stackexchange.com/questions/50448/integrating-multimodal-data-with-deep-learning-modelcnn.

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