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🇷🇴 Romania ROAI 2026, Selection Camp – CPU Practical Round

Too Easy Fairy

One-shot segmentation: grow a 16x16 foreground mask from frozen DINOv2 patch features and one foreground plus one background seed.

Statement
English
Data
The data comes with the statement.
To hand in
A predictions file
Data type
🖼️ Images
Estimated difficulty
Unknown

Get ready on the platform

The foundations of the learning path for this kind of data.

›How to tackle it
  1. Read the statement. What to hand in, the metric that scores you, the time and hardware limits.
  2. Explore the data. Size, format, missing values, how the labels are spread.
  3. Score yourself first. Keep part of the training data aside to measure your work before submitting.
  4. Start simple, then improve. A first solution that works end to end, then one change at a time.
  5. Compare with a solution. Once you have searched, open it and see what you would have done differently.

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