Dataset Versions

Versions
2024-05-20 5:07pm
v1
·
6 months ago
v1

2024-05-20 5:07pm

Generated on May 20, 2024
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17993 Total Images

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Dataset Split

Train Set 89%
15994Images
Valid Set 11%
1999Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 0.5px
Noise: Up to 0.1% of pixels

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