The combination of Computer Vision and Natural Language Processing gave a new idea to generate captions of an image automatically.
In this video, you'll see how Image Captioning works, how it's made and how Attention is used.
If you've any questions or doubts regarding this, feel free to ask in the comments.

How Attention works: [ Ссылка ]

Source code: [ Ссылка ]
Bahdanau Attention Mechanism blog: [ Ссылка ]

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Timestamps:

0:00 Introduction to Image Captioning
1:14 Coding image preprocessing functions
4:07 Feature extraction explained
4:23 Coding captions preprocessing functions
7:26 Bahdanau Attention
8:46 Coding Bahdanau Attention
9:41 Making of encoder-decoder
11:02 Loss function
11:22 Training Image Captioning model
13:18 Making prediction function
15:40 Things to remember

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