Dataset Versions
Versions
v1
2024-06-04 12:59pm
Generated on Jun 4, 2024
17268 Total Images
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Dataset Split
Train Set 87%
15108Images
Valid Set 8%
1440Images
Test Set 4%
720Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Noise: Up to 0.49% of pixels