Dataset Versions
Versions
v1
2024-08-04 5:10pm
Generated on Aug 4, 2024
3330 Total Images
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Dataset Split
Train Set 84%
2808Images
Valid Set 10%
342Images
Test Set 5%
180Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 3 rows x 2 columns
Augmentations
Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical