Dataset Versions
Versions
v1
2024-01-30 8:05pm
Generated on Jan 30, 2024
13726 Total Images
View All Images
Dataset Split
Train Set 88%
12036Images
Valid Set 8%
1125Images
Test Set 4%
565Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -14° and +14°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each