Dataset Versions
v5
2024-08-19 10:38am
Generated on Aug 19, 2024
3622 Total Images
View All ImagesDataset Split
Train Set 87%
3147Images
Valid Set 9%
313Images
Test Set 4%
162Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -12° and +12°
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%
Noise: Up to 0.81% of pixels