kapal Computer Vision Dataset

byocan1Task:
Object Detection
License:CC BY 4.0
Versions
Dataset Version
v1

2025-10-05 6:06pm

Generated on Oct 5, 2025

Dataset Split

Train Set 88%
51Images
Valid Set 7%
4Images
Test Set 5%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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