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bricks-seg

Semantic Segmentation

bricks-seg Image Dataset

Versions
2023-03-23 4:33pm
v1
Mar 23, 2023
v1

2023-03-23 4:33pm

Generated on Mar 23, 2023
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494 Total Images

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Dataset Split

Train Set 75%
372Images
Valid Set 17%
82Images
Test Set 8%
40Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Mosaic: Applied