FlowExtract extracts directed graphs from ISO 5807 flowcharts via YOLOv8 node detection and arrowhead-based edge tracing, outperforming vision-language models on connectivity reconstruction.
In: Proceedings of the IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA)
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FlowExtract: Procedural Knowledge Extraction from Maintenance Flowcharts
FlowExtract extracts directed graphs from ISO 5807 flowcharts via YOLOv8 node detection and arrowhead-based edge tracing, outperforming vision-language models on connectivity reconstruction.