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bones

Classification

bones Image Dataset

Versions
2023-04-13 12:46am
v1
Apr 12, 2023
v1

2023-04-13 12:46am

Generated on Apr 12, 2023
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250 Total Images

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Dataset Split

Train Set 92%
231Images
Valid Set %
0Images
Test Set 8%
19Images

Preprocessing

Auto-Orient: Applied
Static Crop: 15-66% Horizontal Region, 22-75% Vertical Region
Resize: Stretch to 240x240
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, 20% Maximum Zoom
Rotation: Between -45° and +45°
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%