Dataset Versions

Versions
Ballast Augmented Dataset
v10
·
3 months ago
rails
v9
·
4 months ago
2024-05-27 3:19pm
v7
·
8 months ago
v7

2024-05-27 3:19pm

Generated on May 27, 2024
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Dataset Split

Train Set 79%
45Images
Valid Set 14%
8Images
Test Set 7%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 600x400
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -10° and +10°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 1.49% of pixels

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