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windows-instance-segmentation/2
v2
resize640_aug3x
Generated on
Dec 6, 2022
2877 Total Images
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Dataset Split
Train
Set
87%
2517Images
Valid
Set
8%
240Images
Test
Set
4%
120Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
3
Flip:
Horizontal
Crop:
0% Minimum Zoom, 20% Maximum Zoom
Rotation:
Between -10° and +10°
Shear:
±2° Horizontal, ±2° Vertical
Grayscale:
Apply to 10% of images
Hue:
Between -20° and +20°
Saturation:
Between -20% and +20%
Brightness:
Between -20% and +20%
Exposure:
Between -20% and +20%
Blur:
Up to 0.75px
Cutout:
5 boxes with 3% size each
