Dataset Versions

v4

2023-06-20 9:55pm

Generated on Jun 20, 2023

Dataset Split

Train Set 95%
429Images
Valid Set 3%
13Images
Test Set 2%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x480

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -20% and +20%
Noise: Up to 5% of pixels