Dataset Versions
v5
2024-09-21 10:01am
Generated on Sep 21, 2024
1267 Total Images
View All Images
Dataset Split
Train Set 81%
1023Images
Valid Set 11%
144Images
Test Set 8%
100Images
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