Dataset Versions
v7
2024-10-12 1:00pm
Generated on Oct 12, 2024
6238 Total Images
View All ImagesDataset Split
Train Set 82%
5103Images
Valid Set 14%
854Images
Test Set 5%
281Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 1.84% of pixels