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The device’s native camera is utilized to capture images of the wounds. Upon finishing the documentation of a wound and after capturing the images, the image data is sent to the CoreML Kit within the app to be analyzed.
In addition to the native camera being utilized as the image capture mechanic we also use it to power Augmented Reality capabilities, ARKit, is utilized as the measuring mechanic to record dimensions of the wound without any manual entry or use of paper based rulers.
Our ML models are trained by Google’s ML Kit. By providing many images of past wounds, categorized by how long they took to heal, we train the model. Over time, with additional training data, the model will become more and more accurate.