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buildings-instance-segmentation/3 (latest)
v4
resize640_2x-v2
Generated on
Jan 10, 2023
16429 Total Images
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Dataset Split
Train
Set
82%
13528Images
Valid
Set
12%
1934Images
Test
Set
6%
967Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 640x640
Augmentations
Outputs per training example:
2
Flip:
Horizontal, Vertical
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Crop:
0% Minimum Zoom, 20% Maximum Zoom
Rotation:
Between -12° and +12°
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 -15% and +15%
Blur:
Up to 0.5px
Cutout:
5 boxes with 2% size each
