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The challenge
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Which whale is it, anyway? Face recognition for right whales using - - PowerPoint PPT Presentation
Which whale is it, anyway? Face recognition for right whales using - - PowerPoint PPT Presentation
Which whale is it, anyway? Face recognition for right whales using deep learning Robert Bogucki The challenge 2 The true face of a right whale 3 The true face of a right whale 4 Why is it difficult? 5 Why is it difficult? 6 How to
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SLIDE 3
The true face of a right whale
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The true face of a right whale
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SLIDE 5
Why is it difficult?
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SLIDE 6
Why is it difficult?
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SLIDE 7
How to approach image recognition
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SLIDE 8
May I see your passport, please?
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SLIDE 9
Outline of the solution
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SLIDE 10
Where’s Your Head At?
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SLIDE 11
May I see your passport, please?
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SLIDE 12
Final classifier
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- 87% accuracy
- always ensemble
- data augmentation everywhere
- “kicking” the learning rate
- auxiliary targets
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Keen to learn more?
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