Deepo Bone3 Computer Vision Model

byACUTask:
Classification
License:CC BY 4.0
Dataset Version
v1

2025-09-07 8:10pm

Generated on Sep 7, 2025

Dataset Split

Train Set 88%
7818Images
Valid Set 8%
749Images
Test Set 4%
381Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%

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