Dataset Versions
Versions
v1
2024-11-20 12:17am
Generated on
Nov 19, 2024
477 Total Images
View All ImagesDataset Split
Train
Set
87%
417Images
Valid
Set
8%
40Images
Test
Set
4%
20Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise
Rotation:
Between -15° and +15°
Shear:
±10° Horizontal, ±10° Vertical
Grayscale:
Apply to 15% of images
Hue:
Between -15° and +15°
Saturation:
Between -25% and +25%
Brightness:
Between -15% and +15%
Exposure:
Between -10% and +10%
Noise:
Up to 0.02% of pixels
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