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Turtle Recall: Conservation Challenge

Helping Kenya
$10 000 USD
Challenge completed over 3 years ago
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Computer Vision
750 joined
247 active
Starti
Nov 19, 21
Closei
Apr 21, 22
Reveali
Apr 21, 22
Visualisations of what NN look at
Data · 25 Apr 2022, 21:14 · 3

I made visualisation of places where most activuty happens during turtle analysis by neural net. It was made for 2 different nets. One is DenseNet121, other is EfficientNetB5. It was made for fun. I liked how it looks and decided to share. )

Discussion 3 answers

ZFTurbo,

This is awesome. Great stuff?

Would you show us the code, or a resource online where we could learn to replicate this?

Much as you said you made it for fun, did it help you create a better model?

Thanks a lot

25 Apr 2022, 22:08
Upvotes 0

Visualisation was based on my old Kaggle code:

https://www.kaggle.com/code/zfturbo/visualisation-of-siamese-net

Difference is that here I used GlobalAveragePooling for NN and not GlobalMaxPooling. It's harder to visualize in this case. )

I made visualisation after contest. So it didn't help.

25 Apr 2022, 22:10
Upvotes 0
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flamethrower

This is good interpretable ML. Seems the body markers are the main feature for recognition. Thank you for sharing this with the community Roman @ZFTurbo.