Dataset Versions
v1
2023-06-20 10:35pm
Generated on Jun 20, 2023
1180 Total Images
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Dataset Split
Train Set 87%
1032Images
Valid Set 8%
96Images
Test Set 4%
52Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Rotation: Between -11° and +11°
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each