Dataset Versions

v4

2024-07-18 3:48am

Generated on Jul 18, 2024

Dataset Split

Train Set 89%
11258Images
Valid Set 6%
703Images
Test Set 5%
694Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -15° and +15°

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