Please do not give solution in image format thanku You are required to design a neural machine translation system. (a) Between the choice of a system based on recurrent neural network (LSTM or GRU) or transformer model, explain why you will choose one over the other. (b) Assume we can model an image captioning task as a translation from image to words, describe how you will design such a system using transformer model. Your design must mention the key subsystems (or algorithms) and the role they play in the overall design. Please limit your response to no more than a page and half.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
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Please do not give solution in image format thanku

You are required to design a neural machine translation system.

(a) Between the choice of a system based on recurrent neural network (LSTM or GRU) or transformer model, explain why you will choose one over the other.

(b) Assume we can model an image captioning task as a translation from image to words, describe how you will design such a system using transformer model. Your design must mention the key subsystems (or algorithms) and the role they play in the overall design. Please limit your response to no more than a page and half.

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