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From Drawings To Decisions: A Hybrid Vision-Language Framework For Parsing 2D Engineering Drawings Into Structured Manufacturing Knowledge by sehrish safdar is a document available to read on EtoBox.
What is From Drawings To Decisions: A Hybrid Vision-Language Framework For Parsing 2D Engineering Drawings Into Structured Manufacturing Knowledge about?
The document presents a hybrid vision-language framework that effectively parses 2D engineering drawings into structured manufacturing knowledge, addressing limitations of traditional interpretation methods. It combines rotation-aware object detection (YOLOv11-obb) with fine-tuned vision-language models (Donut and Florence-2) to enhance accuracy in extracting critical data for manufacturing processes. The framework demonstrates high precision in detection and parsing, enabling actionable insights for tool s
- Author
- sehrish safdar
- Language
- EN