Dataset Versions

Versions
2023-05-09 4:02pm
v1
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2 years ago
v1

2023-05-09 4:02pm

Generated on May 9, 2023
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Dataset Split

Train Set 94%
1989Images
Valid Set 5%
99Images
Test Set 1%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1000x1000
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Mosaic: Applied

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