Dataset Versions
Versions
v1
2023-06-26 1:57pm
Generated on Jun 26, 2023
868 Total Images
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Dataset Split
Train Set 87%
759Images
Valid Set 8%
73Images
Test Set 4%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Cutout: 3 boxes with 10% size each