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2023-01-23 4:00pm
v12
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2 years ago
2023-01-03 10:50pm
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2023-01-03 10:45pm
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2023-01-03 10:42pm
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2023-01-03 10:05pm
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2022-12-26 10:31pm
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2022-12-26 10:24pm
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2022-12-26 8:12pm
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2022-12-26 7:45pm
v1
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2 years ago
v1

2022-12-26 7:45pm

Generated on Dec 26, 2022
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12916 Total Images

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Dataset Split

Train Set 87%
11268Images
Valid Set 8%
1072Images
Test Set 4%
576Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 31-53% Horizontal Region, 27-68% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 30% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -47% and +47%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels

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