Dataset Versions

v4

2023-06-15 10:23am

Generated on Jun 15, 2023

Dataset Split

Train Set 87%
6000Images
Valid Set 8%
560Images
Test Set 4%
300Images

Preprocessing

Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Noise: Up to 5% of pixels