Dataset Versions
Versions
v1
2023-10-26 10:45pm
Generated on Oct 26, 2023
1377 Total Images
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Dataset Split
Train Set 87%
1203Images
Valid Set 8%
115Images
Test Set 4%
59Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical