National Universit of Singapore

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CS5242-project

Classification

CS5242-project Image Dataset

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Versions
2023-04-10 9:20pm
v1
Apr 10, 2023
v1

2023-04-10 9:20pm

Generated on Apr 10, 2023
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17600 Total Images

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Dataset Split

Train Set 89%
15609Images
Valid Set 6%
992Images
Test Set 6%
999Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -25° and +25°
Grayscale: Apply to 30% of images