Instance Segmentation for House Image Dataset
v14
2023-08-30 3:32pm
Generated on Aug 30, 2023
1134 Total Images
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Dataset Split
Train Set 88%
993Images
Valid Set 8%
95Images
Test Set 4%
46Images
Preprocessing
Resize: Stretch to 1690x1030
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -10% and +10%
Exposure: Between -25% and +25%
Noise: Up to 3% of pixels
pitchedRoof-flatRoof-door-window
1109 images
HouseTreePerson
589 images
House
556 images
person
500 images
tree
510 images