Dataset Versions
v2
2024-09-15 4:23pm
Generated on Sep 15, 2024
894 Total Images
View All Images
Dataset Split
Train Set 83%
741Images
Valid Set 11%
95Images
Test Set 6%
58Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 1.96% of pixels