Dataset Versions
v3
2024-03-08 11:20am
Generated on Mar 8, 2024
3989 Total Images
View All Images
Dataset Split
Train Set 94%
3735Images
Valid Set 5%
202Images
Test Set 1%
52Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Saturation: Between -30% and +30%
Brightness: Between -22% and +22%
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 1.32% of pixels