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 approach image recognition 7
May I see your passport, please? 8
Outline of the solution 9
Where’s Your Head At? 10
May I see your passport, please? 11
Final classifier 87% accuracy ● always ensemble ● data augmentation everywhere ● “kicking” the learning rate ● auxiliary targets ● 12
Keen to learn more? Email me: robert@deepsense.io ➔ See our poster ➔ Ask questions! ➔ 13
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