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Recording of medical procedures makes it possible for medical staff to review their work, learn from the mistakes and produce material for education. Medical videos tend to be long, which has an impact on usability and raises issues concerning memory storage. The aim of this master thesis is to make the material more user-friendly with an intelligent toolbox based on machine learning and image an
