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klasifikasi rusak baguss

Classification

klasifikasi rusak baguss Image Dataset

Versions
2024-05-28 1:28pm
v2
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a month ago
2024-05-28 1:27pm
v1
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a month ago
v1

2024-05-28 1:27pm

Generated on May 28, 2024
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2548 Total Images

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Dataset Split

Train Set 87%
2229Images
Valid Set 8%
213Images
Test Set 4%
106Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 20% of images
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 4px
Noise: Up to 1.72% of pixels