Dataset Versions

v1

2023-08-04 10:02pm

Generated on Aug 4, 2023

Dataset Split

Train Set 82%
6036Images
Valid Set 12%
863Images
Test Set 6%
430Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Grayscale: Applied

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Noise: Up to 10% of pixels
Cutout: 3 boxes with 10% size each