Dataset Versions

v1

2023-08-11 1:42am

Generated on Aug 10, 2023

Dataset Split

Train Set 94%
382Images
Valid Set 3%
12Images
Test Set 3%
12Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Shear: ±26° Horizontal, ±12° Vertical
Brightness: Between -25% and +25%
Exposure: Between -18% and +18%
Noise: Up to 2% of pixels