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🇸🇬 Singapore team selection 2024, IOAI 2024 residential camp final selection (CV)
IOAI Final Selection Test (Computer Vision)
✍️ Solved by us
Follow-up CIFAR-10 ResNet task exploring problems and fixes in image classification.
- Statement
- English
- Data
- The data comes with the statement.
- To hand in
- A notebook
- Hardware
- Needs a GPU (free Colab works)
- Data type
- 🖼️ Images
- Estimated difficulty
- ★★★☆☆
- Correction
- Our worked correction · best opened after you have triedOur solution does not reach the expected level
Get ready on the platform
The chapters of the learning path that prepare for this problem.
These chapters are picked from the solution: showing them may hint at the approach.
›How to tackle it
- Read the statement. What to hand in, the metric that scores you, the time and hardware limits.
- Explore the data. Size, format, missing values, how the labels are spread.
- Score yourself first. Keep part of the training data aside to measure your work before submitting.
- Start simple, then improve. A first solution that works end to end, then one change at a time.
- Compare with a solution. Once you have searched, open it and see what you would have done differently.
Unofficial copy: the organisers' original may differ.
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