AIVisualMRO is an advanced AI platform designed to help inspectors complete visual inspections more efficiently and consistently. It combines audio transcription, computer vision, and large language models to support every stage of the inspection workflow while ensuring that the human inspector always maintains full control over the final decision.
This one is a landing gear of a Avro Vulcan B2 airplane in the RAF museum, so don't worry about the missing bolt. It is just for demo purposes.
Managed to take a video and train a AI model (computer vision model) to detect a missing bolt on an assembly such as this, within a few days. I also added a Audio notification once the detected missing bolt is in view. This acts as a quick DEMO to understand what is possible in a short time. The taining of the ai model was done on the images of missing Bolt (negative space - the hole) rather then actually trying to detect the bolt and then detecting that it is not there.
Would you like to see for your self ? on your fixtures or assembly ? - Get in touch !
The main video is a zoomed in version, and on left the actual main video on which detection (inference) was actually run. Several videos and images were taken in order to build a dataset. that dataset has been augmented with our own code and training of YOLO 11m and 11l has been
Some disclaimers: I took this personal footage of this landing gear while visiting the museum and had the idea to see if I can train the AI on the missing bold. It turns out you can ! but in order to improve, to account for all other scenarios, the AI model would need to be trained on more data(photos and videos) accounting for different lighting conditions.
The above image is example of a validation dataset for training YOLO v11 to detect a missing bolt.
Every company performs visual inspection differently. AIVisualMRO begins with a non-intrusive observation phase to understand your current workflow, tools, constraints, and quality criteria. Requirements are gathered collaboratively to ensure the platform fits seamlessly into your existing operations.
