Dataset Versions
Versions
v1
2024-03-13 10:49am
Generated on Mar 13, 2024
1898 Total Images
View All Images
Dataset Split
Train Set 89%
1695Images
Valid Set 8%
149Images
Test Set 3%
54Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels