Field Segmentation Image Dataset
v8
2024-01-13 12:54am
Generated on Jan 12, 2024
1038 Total Images
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Dataset Split
Train Set 92%
960Images
Valid Set 8%
78Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Static Crop: 19-75% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 700x700
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
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