Revolutionising Colon Cancer Screening with AI

ColonPolypAI

How ColonPolypAI works

  • Detect

    ColonPolypAI utilises deep learning to automatically detect polyps using colonoscopy video

  • Identify

    The AI highlights detections of polyps directly on the endoscopic video stream for physicians to view

  • Prevent

    Physicians can more comprehensively screen for and remove precancerous polyps, improving colon cancer prevention

Deep Learning Model

Using YOLO v5 object detector model, we were able to create a data set of circles, and train an algorithm to detect these circles. With this understanding, we can train our algorithms to detect polyps. To ensure accuracy we will need a large and accurate dataset, and tests to validate our code.