Digitization of Industrial Diagrams through AI & Computer Vision
We introduce the problem of extracting data trapped in legacy technical diagrams and explain how recent technologies in computer vision & machine learning can help automate and accelerate manual effort that’s currently done today.
We cover the following topics in this 1-hour webinar that includes a Q&A session:
- Why is data extraction in P&IDs so hard?
- A human-in-the-loop approach to data extraction
- Overview of computer vision & machine learning techniques in image recognition
We will include live demo of a tool that we’ve developed highlighting the following use cases:
- Material takeoff estimation from P&IDs
- Tag extraction from electrical wiring diagrams
- Table extraction in data sheets, line designation tables, bill of materials tables