Dataset Versions
v20
2024-04-15 9:06pm
Generated on Apr 15, 2024
16879 Total Images
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Dataset Split
Train Set 90%
15207Images
Valid Set 10%
1672Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 800x800
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -10° and +10°
Hue: Between -12° and +12°
Saturation: Between -17% and +17%
Brightness: Between 0% and +10%
Exposure: Between -9% and +9%
Noise: Up to 0.11% of pixels
Bounding Box: Rotation: Between -7° and +7°
Bounding Box: Brightness: Between 0% and +9%
Bounding Box: Exposure: Between -8% and +8%