Dataset Versions

v6

2023-08-08 10:35pm

Generated on Aug 8, 2023

Dataset Split

Train Set 88%
3660Images
Valid Set 8%
333Images
Test Set 4%
174Images

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: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px

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