Dataset Versions

v8

2024-03-05 9:35pm

Generated on Mar 5, 2024

Dataset Split

Train Set 93%
489Images
Valid Set 6%
30Images
Test Set 1%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 1.01% of pixels