New system LinePilot Digitizer recovers data from line plots

Researchers have introduced LinePilot Digitizer (LinePilot), a new system designed to accurately recover numerical data from line plots. The system offers three calibration modes and is accompanied by DigitizerBench, the first benchmark specifically created for evaluating digitizer performance across various factors like signal, rendering, and plot structure. LinePilot achieved strong results on the DigitizerBench, demonstrating high accuracy and usability, particularly with its OCR and enhanced calibration modes. AI

影响 This research could improve data extraction from scientific literature and historical documents.

排序理由 The cluster contains an academic paper detailing a new method and benchmark for a specific task. [lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

• arXiv
• DigitizerBench
• DigitizerBench-Full
• DigitizerBench-Lite
• FPC-NRMSE
• Hugging Face
• LinePilot
• LinePilot Digitizer

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