rajamangala university of technology khon kaen campus

namjai

Object Detection

namjai Image Dataset

v1

2024-04-18 1:43pm

Generated on Apr 18, 2024

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Pascal VOC XML
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Dataset Split

Train Set 87%
6336Images
Valid Set 8%
606Images
Test Set 4%
302Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±20° Horizontal, ±4° Vertical
Brightness: Between -21% and +21%
Blur: Up to 0.8px
Noise: Up to 1.68% of pixels
Cutout: 5 boxes with 6% size each