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Deep Learning-Based Method to Recognize Line Objects and Flow Arrows from Image-Format Piping and Instrumentation Diagrams for Digitization
Research article (Applied Sciences, 2021) · cited 31× · AI/ML
Deep Learning-Based Method to Recognize Line Objects and Flow Arrows from Image-Format Piping and Instrumentation Diagrams for Digitization
Summary
Deep Learning-Based Method to Recognize Line Objects and Flow Arrows from Image-Format Piping and Instrumentation Diagrams for Digitization is a scholarly article[1].
Key Facts
Deep Learning-Based Method to Recognize Line Objects and Flow Arrows from Image-Format Piping and Instrumentation Diagrams for Digitization's instance of is recorded as scholarly article[2].
References
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APA4ort.xyz Knowledge Graph. (2026). Deep Learning-Based Method to Recognize Line Objects and Flow Arrows from Image-Format Piping and Instrumentation Diagrams for Digitization. Retrieved May 24, 2026, from https://4ort.xyz/entity/deep-learning-based-method-to-recognize-line-objects-and-flow-arrows-from-image-format-piping-and-instrumentation-diagra
MLA“Deep Learning-Based Method to Recognize Line Objects and Flow Arrows from Image-Format Piping and Instrumentation Diagrams for Digitization.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/deep-learning-based-method-to-recognize-line-objects-and-flow-arrows-from-image-format-piping-and-instrumentation-diagra.
BibTeX@misc{4ortxyz_deep-learning-based-method-to-recognize-line-objects-and-flow-arrows-from-image-format-piping-and-instrumentation-diagra_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Deep Learning-Based Method to Recognize Line Objects and Flow Arrows from Image-Format Piping and Instrumentation Diagrams for Digitization}}, year = {2026}, url = {https://4ort.xyz/entity/deep-learning-based-method-to-recognize-line-objects-and-flow-arrows-from-image-format-piping-and-instrumentation-diagra}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Deep Learning-Based Method to Recognize Line Objects and Flow Arrows from Image-Format Piping and Instrumentation Diagrams for Digitization — https://4ort.xyz/entity/deep-learning-based-method-to-recognize-line-objects-and-flow-arrows-from-image-format-piping-and-instrumentation-diagra (retrieved 2026-05-24)