Dataset Versions

v1

2023-10-09 11:37pm

Generated on Oct 9, 2023

Dataset Split

Train Set 88%
291Images
Valid Set 8%
27Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-81% Vertical Region
Resize: Stretch to 640x640
Tile: 1 rows x 1 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical