Dataset Versions
v2
2023-11-07 11:06am
Generated on
Nov 7, 2023
72 Total Images
View All ImagesDataset Split
Train
Set
88%
63Images
Valid
Set
3%
2Images
Test
Set
10%
7Images
Preprocessing
Auto-Orient:
Applied
Isolate Objects:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
Rotation:
Between -34° and +34°
Brightness:
Between -40% and +40%
Exposure:
Between -25% and +25%
Blur:
Up to 1.75px
Noise:
Up to 6% of pixels
Bounding Box: Flip:
Horizontal, Vertical
Bounding Box: Rotation:
Between -34° and +34°
Bounding Box: Brightness:
Between -40% and +40%
Bounding Box: Exposure:
Between -25% and +25%
Bounding Box: Blur:
Up to 1.75px
Bounding Box: Noise:
Up to 5% of pixels
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