Attention Mechanism: What is Attention Mechanism in Deep Learning An Overview of Attention Mechanism

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