Dataset Versions

Versions
2024-11-19 10:29am
v6
·
15 days ago
2024-09-06 1:41pm
v4
·
3 months ago
v4

2024-09-06 1:41pm

Generated on Sep 6, 2024
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5955 Total Images

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Dataset Split

Train Set 93%
5526Images
Valid Set 7%
429Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 50-100% Horizontal Region, 0-45% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
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 1% of pixels

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