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An Introduction to Attention Models in Computer Vision

An Introduction to Attention Models in Computer Vision

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2

Modules

8

Sujets

3-4

hours

a framework of the attention mechanisms in computer vision
Module 1
Attention Models
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This module illustrates the significance of attention mechanisms in various vision models. You will explore how the importance of paying attention to minute details of visual content enhances the accuracy in representation.

Attention Models – Learning Outcomes

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Attention in Vision Models

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Vision and Language: Image Captioning

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Beyond Captioning: Visual QA and Visual Dialog

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Other Attention Models

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Self-Attention and Transformers

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Attention Models – Lesson Summary

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course assessment: An Introduction to Attention Models in Computer Vision
Module 2
Course assessment
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An Introduction to Attention Models in Computer Vision - Course Assessment

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