Dataset Versions

v12

45-augmented-all-labels

Generated on Oct 1, 2022

Dataset Split

Train Set 91%
105Images
Valid Set 9%
10Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Noise: Up to 3% of pixels
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°