In this video, we will learn together about the attention mechanism in GeoSpatial science that allows deep learning model to focus on a specid part of input data!

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0:00 What is attention mechanism in deep learning?
0:52 An example of attention mechanism in vision task
1:40 Why attention mechanism?
2:42 All types of attention mechanism
3:03 soft attention
3:20 Hard attention
3:49 Attention mechanism in computer vision
4:35 Forms of inputs in attention mechanism
6:35 Outputs in attention mechanism
7:35 An overview of attention meachanisms
8:08 Channel attention and spatial attention mechanism