Dataset Versions
v8
2024-05-27 10:30pm
Generated on May 27, 2024
3442 Total Images
View All ImagesDataset Split
Train Set 88%
3015Images
Valid Set 8%
285Images
Test Set 4%
142Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%