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2024-05-03 10:28pm
v9
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8 months ago
2024-05-03 10:17pm
v8
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8 months ago
2024-05-01 3:28pm
v7
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8 months ago
2024-05-01 3:07pm
v6
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8 months ago
2024-04-09 4:16pm
v5
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9 months ago
2024-04-08 2:51pm
v4
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9 months ago
2024-04-08 1:19pm
v3
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9 months ago
2024-04-06 6:18pm
v2
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9 months ago
2024-04-06 6:13pm
v1
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9 months ago
v3

2024-04-08 1:19pm

Generated on Apr 8, 2024
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6606 Total Images

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Dataset Split

Train Set 87%
5778Images
Valid Set 9%
567Images
Test Set 4%
261Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -25° and +25°
Shear: ±20° Horizontal, ±20° Vertical
Saturation: Between -30% and +30%
Brightness: Between -31% and +31%
Blur: Up to 1.5px
Noise: Up to 3.02% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±13° Horizontal, ±13° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 1.6px
Bounding Box: Noise: Up to 0.1% of pixels

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