Dataset Versions
v1
2024-08-24 6:40am
Generated on Aug 24, 2024
1592 Total Images
View All Images
Dataset Split
Train Set 87%
1392Images
Valid Set 8%
133Images
Test Set 4%
67Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Grayscale: Apply to 100% of images
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 3.74% of pixels