Dataset Versions
v3
Segment 3
Generated on
Jan 2, 2024
6753 Total Images
View All ImagesDataset Split
Train
Set
88%
5910Images
Valid
Set
8%
562Images
Test
Set
4%
281Images
Preprocessing
Auto-Orient:
Applied
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Rotation:
Between -45° and +45°
Brightness:
Between -25% and +25%
Exposure:
Between -15% and +15%
Blur:
Up to 2.8px
Noise:
Up to 1.5% of pixels
Bounding Box: Flip:
Horizontal, Vertical
Bounding Box: 90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation:
Between -45° and +45°
Bounding Box: Brightness:
Between -20% and +20%
Bounding Box: Exposure:
Between -20% and +20%
Bounding Box: Blur:
Up to 4px
Bounding Box: Noise:
Up to 2% of pixels
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