National University of Singapore

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CS5242

Classification

CS5242 Image Dataset

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Versions
2023-04-10 2:42pm
v2
Apr 10, 2023
2023-04-10 2:37pm
v1
Apr 10, 2023
v2

2023-04-10 2:42pm

Generated on Apr 10, 2023
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2067 Total Images

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Dataset Split

Train Set 88%
1809Images
Valid Set 8%
172Images
Test Set 4%
86Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 3 boxes with 10% size each