FractureDetector 0.0.11

FractureDetector Package is a CNN model that checks if a X-Ray image shows a fracture.

FractureDetector Package

FractureDetector Package is a CNN model that checks if a X-Ray image shows a fracture.

Additionally it also classifies a detected fracture(if any) into the following categories:

Avulsion fracture, Comminuted fracture, Fracture Dislocation, Greenstick fracture, Hairline Fracture, Healthy Bone, Impacted fracture, Longitudinal fracture, Oblique fracture, Pathological fracture, Spiral Fracture.

Installation

You can install FractureDetector from PyPi using pip or pip3 as

pip install FractureDetector

or

pip3 install FractureDetector

Modules

The FractureDetector package contains 1 module(utils) that contains a class that contains the FractureDetector class.

from FractureDetector import FractureDetector.utils.FractureDetector

The Fracture detector class takes image object and checks it for any fractures.

f_detector = FractureDetector(img)#img is the X-Ray image

It returns a FractureDetector object.

Attributes and Functions

1. FractureDetector.category: A string of the category of the X-Ray(Avulsion fracture, Comminuted fracture, Fracture Dislocation, Greenstick fracture, Hairline Fracture, Healthy Bone, Impacted fracture, Longitudinal fracture, Oblique fracture, Pathological fracture, Spiral Fracture.)

2. FractureDetector.hasFracture(): Returns a boolean value. True if X-Ray shows a fracture, False otherwise.

3. FractureDetector.fractureType(): Returns a string representing the type of Fracture.

If no fracture detected returns "".