Dataset Versions
v5
land_pipe_modified
Generated on Oct 28, 2024
785 Total Images
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Dataset Split
Train Set 88%
690Images
Valid Set 8%
63Images
Test Set 4%
32Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px