Dataset Versions
v4
poly_augmented_320_3x
Generated on Mar 26, 2024
7574 Total Images
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Dataset Split
Train Set 87%
6627Images
Valid Set 8%
631Images
Test Set 4%
316Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each
Mosaic: Applied