Dataset Versions
v2
2023-06-14 1:44pm
Generated on Jun 14, 2023
1088 Total Images
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Dataset Split
Train Set 95%
1038Images
Valid Set 4%
40Images
Test Set 1%
10Images
Preprocessing
Auto-Orient: Applied
Static Crop: 47-76% Horizontal Region, 10-85% Vertical Region
Resize: Stretch to 640x640
Tile: 1 rows x 1 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 16% Minimum Zoom, 37% Maximum Zoom
Rotation: Between -45° and +45°
Noise: Up to 3% of pixels