Dataset Versions

v3

2024-11-23 8:05pm

Generated on Nov 24, 2024

Dataset Split

Train Set 88%
5544Images
Valid Set 8%
529Images
Test Set 4%
263Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -24° and +24°
Blur: Up to 2.5px

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