rails segmentation Dataset
Versions
v1
2024-08-11 3:10pm
Generated on Aug 11, 2024
86 Total Images
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Dataset Split
Train Set 87%
75Images
Valid Set 8%
7Images
Test Set 5%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -30° and +30°
Grayscale: Apply to 10% of images
Hue: Between -30° and +30°
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.14% of pixels