Brick_free Image Dataset
v4
2023-11-11 4:59pm
Generated on Nov 11, 2023
3702 Total Images
View All ImagesDataset Split
Train Set 86%
3186Images
Valid Set 11%
401Images
Test Set 3%
115Images
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: 2
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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