Dataset Versions
Versions
v1
with augmented
Generated on Jan 5, 2022
1965 Total Images
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Dataset Split
Train Set 87%
1719Images
Valid Set 13%
246Images
Test Set %
0Images
Preprocessing
Static Crop: 27-75% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -17° and +17°
Shear: ±13° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -30% and +30%
Noise: Up to 5% of pixels