Brick_free Image Dataset
v5
2023-11-11 5:06pm
Generated on Nov 11, 2023
5867 Total Images
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Dataset Split
Train Set 96%
5637Images
Valid Set 3%
170Images
Test Set 1%
60Images
Preprocessing
Auto-Orient: Applied
Static Crop: 29-62% Horizontal Region, 27-68% Vertical Region
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
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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