PhD Research

WDFP

Object Detection

WDFP Image Dataset

v3

Pepper_320_22012024

Generated on Jan 22, 2024

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Pascal VOC XML
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PaliGemma
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Dataset Split

Train Set 90%
1911Images
Valid Set 8%
170Images
Test Set 2%
42Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 1.25px
Noise: Up to 1.75% of pixels

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