Brick_free Dataset

Versions
2023-11-11 5:06pm
v5
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a year ago
2023-11-11 4:59pm
v4
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a year ago
2023-11-01 7:46pm
v3
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a year ago
2023-10-25 10:04pm
v2
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a year ago
2023-10-25 4:34pm
v1
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a year ago
v1

2023-10-25 4:34pm

Generated on Oct 25, 2023
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Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 87%
2154Images
Valid Set 8%
206Images
Test Set 4%
102Images

Preprocessing

Auto-Orient: Applied
Static Crop: 29-62% Horizontal Region, 27-68% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Blur: Up to 1.25px
Noise: Up to 2% of pixels

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