Prepare ultrasound videos for machine learning-- crop and remove static clutter from ultrasound video.
Project description
SONOCROP 
Prepare bedside ultrasounds for machine learning and image interpretation. Sonocrop isolates the dynamic component of an ultrasound movie and strips away the rest.
Installation
Requires python 3.7 or higher
Install with pip: pip3 install sonocrop --upgrade
Basic usage
Sonocrop runs from the command line:
crop
Automatically crop away static borders
$ sonocrop crop inputscan.mp4 out.mp4 --thresh=0.1
mask
Blackout static pixels
$ sonocrop mask inputscan.mp4 out.mp4
edges
Extracts the edges around an ultrasound
Returns the distance in pixels in the form: left,right,top,bottom
$ sonocrop edges inputscan.mp4
$ > 100,500,10,700
summary
| Command | Input | Output |
|---|---|---|
| crop | ||
| mask | ||
| edges | 237,717,72,518 |
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