Dataset Versions

v9

2024-03-06 2:30pm

Generated on Mar 6, 2024

Dataset Split

Train Set 88%
1155Images
Valid Set 8%
102Images
Test Set 5%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 0.5% of pixels