Dataset Versions
Versions
v1
2022-10-26 11:33pm
Generated on Oct 27, 2022
15250 Total Images
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Dataset Split
Train Set 88%
13350Images
Valid Set 8%
1275Images
Test Set 4%
625Images
Preprocessing
Auto-Orient: Applied
Static Crop: 33-67% Horizontal Region, 31-69% Vertical Region
Resize: Stretch to 640x640
Tile: 5 rows x 5 columns
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Cutout: 3 boxes with 10% size each