Dataset Versions
v1
2024-11-05 5:07am
Generated on Nov 5, 2024
2222 Total Images
View All Images
Dataset Split
Train Set 87%
1944Images
Valid Set 8%
185Images
Test Set 4%
93Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -35° and +35°
Shear: ±12° Horizontal, ±10° Vertical
Noise: Up to 2.63% of pixels
Cutout: 4 boxes with 19% size each