Dataset Versions
v3
2023-06-13 9:26pm
Generated on
Jun 13, 2023
2515 Total Images
View All ImagesDataset Split
Train
Set
92%
2313Images
Valid
Set
4%
101Images
Test
Set
4%
101Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 1080x720
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Rotation:
Between -10° and +10°
Shear:
±5° Horizontal, ±5° Vertical
Saturation:
Between -10% and +10%
Brightness:
Between -10% and +10%
Exposure:
Between -3% and +3%
Blur:
Up to 0.5px
Noise:
Up to 1% of pixels
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