Racing vs Non-Racing Camels — Teaching AI to Ignore the Wrong Things
- Shorouk Mohamed
- Dec 18, 2025
- 1 min read

AI loves shortcuts. If you let it, it will learn backgrounds instead of bodies.
Segmentation forced the model to focus on camel morphology, not farm scenery. This wasn’t just technical—it was ethical.
If we cannot explain why a camel is classified, we should not deploy the system. Period.



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