Dataset Versions

Versions
2024-04-16 10:02pm
v1
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7 months ago
v1

2024-04-16 10:02pm

Generated on Apr 16, 2024
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Dataset Split

Train Set 77%
4137Images
Valid Set 12%
637Images
Test Set 12%
629Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels

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