Scrub-Instance Image Dataset
v3
2024-05-23 12:08pm
Generated on May 23, 2024
7783 Total Images
View All Images
Dataset Split
Train Set 11%
873Images
Valid Set 1%
79Images
Test Set 0%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -21° and +21°
Brightness: Between -15% and +15%
Exposure: Between -0% and +0%
Blur: Up to 0.5px
Noise: Up to 0.46% of pixels
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