Dataset Versions

v7

2024-07-25 2:16pm

Generated on Jul 25, 2024

Dataset Split

Train Set 88%
138Images
Valid Set 8%
12Images
Test Set 4%
7Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise