polygon Dataset
v1
Val
Generated on Mar 16, 2023
748 Total Images
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Dataset Split
Train Set 87%
651Images
Valid Set 8%
63Images
Test Set 5%
34Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels