Mehwish Ishtiaq

NWCCU

Object Detection

NWCCU Image Dataset

v1

2023-09-29 12:25am

Generated on Sep 28, 2023

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Dataset Split

Train Set 87%
468Images
Valid Set 8%
45Images
Test Set 4%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 10% of images
Noise: Up to 3% of pixels
Bounding Box: Shear: ±5° Horizontal, ±5° Vertical