Dataset Versions

v7

2024-03-06 10:49am

Generated on Mar 6, 2024

Dataset Split

Train Set 88%
1101Images
Valid Set 8%
97Images
Test Set 5%
59Images

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
Bounding Box: Blur: Up to 2.5px