Dataset Versions

2023-04-13 12:46am

v1

2023-04-13 12:46am

Generated on Apr 12, 2023

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250 Total Images

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$elbow-dislocation-with-medial-epicondyle-fracture-1-.jpg bones Dislocation Fracture$ $elbow-dislocation-with-medial-epicondyle-fracture-1-.jpg bones Dislocation Fracture$ $lateral-humeral-condyle-fracture-1-.bmp bones Complete Fracture$

$left-proximal-radial-shaft-fracture-with-radial-head-subluxation.jpg bones Fracture Incomplete$ $greenstick-fractures-radius.jpg bones Fracture Incomplete$ $radial-head-fracture-17.jpg bones Fracture Incomplete$ $monteggia-fracture-dislocation-1-.jpeg bones Complete Fracture$ $supracondylar-fracture-5.jpg bones Complete Fracture$

$bowing-fracture-radius-and-ulna.jpg bones Fracture Incomplete$

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%

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