Dataset Versions
v4
2024-03-06 6:44pm
Generated on Mar 6, 2024
696 Total Images
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Dataset Split
Train Set 90%
624Images
Valid Set 7%
52Images
Test Set 3%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1200x1200
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%