Dataset Versions
v2
2022-01-15 5:04pm
Generated on Jan 15, 2022
2778 Total Images
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Dataset Split
Train Set 87%
2430Images
Valid Set 8%
232Images
Test Set 4%
116Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -20% and +20%
Exposure: Between -25% and +25%
Blur: Up to 10px