Dataset Versions
Versions
v1
2023-03-09 12:53pm
Generated on
Mar 9, 2023
792 Total Images
View All Images
Dataset Split
Train
Set
82%
648Images
Valid
Set
9%
72Images
Test
Set
9%
72Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Crop:
0% Minimum Zoom, 20% Maximum Zoom
Rotation:
Between -15° and +15°
Shear:
±15° Horizontal, ±15° Vertical
Grayscale:
Apply to 25% of images
Hue:
Between -25° and +25°
Saturation:
Between -25% and +25%
Brightness:
Between -25% and +25%
Exposure:
Between -25% and +25%
Blur:
Up to 10px
Noise:
Up to 5% of pixels
Mosaic:
Applied
