Dataset Versions
v4
2024-05-31 3:32pm
Generated on May 31, 2024
809 Total Images
View All Images
Dataset Split
Train Set 88%
708Images
Valid Set 8%
68Images
Test Set 4%
33Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 1.49% of pixels