Dataset Versions
Versions
v1
2023-09-19 5:44pm
Generated on Sep 19, 2023
152 Total Images
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Dataset Split
Train Set 87%
132Images
Valid Set 8%
12Images
Test Set 5%
8Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -19° and +19°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 2.5px