Dataset Versions
v3
2023-09-23 1:44pm
Generated on Sep 23, 2023
9671 Total Images
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Dataset Split
Train Set 88%
8463Images
Valid Set 8%
806Images
Test Set 4%
402Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Cutout: 3 boxes with 10% size each