A semi-automated certification framework for DO-178C Level D ML systems is demonstrated on a YOLOv8 vehicle detector, producing a Moderate Assurance score of 74.7.
How to certify machine learning based safety-critical systems? a systematic literature review,
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Approach Towards Semi-Automated Certification for Low Criticality ML-Enabled Airborne Applications
A semi-automated certification framework for DO-178C Level D ML systems is demonstrated on a YOLOv8 vehicle detector, producing a Moderate Assurance score of 74.7.