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skill-assessment

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Advanced computer vision framework for surgical video analysis, featuring multi-task learning for cataract surgery procedure understanding, instrument segmentation, and skill assessment.

  • Updated May 25, 2026
  • Jupyter Notebook

デバッグ能力を「鍛える」と「測る」を1つにしたBtoB向けの仕組み。AIは答えではなく段階的な問いを返し、業務を止めずに技術力が育つ。到達度・正答率・成長率を5軸で可視化し、人事評価の客観的な根拠として使える。

  • Updated Aug 15, 2026
  • TypeScript

🤖 AI-powered professional development platform with voice coaching and real-time market insights. Features neural glassmorphism UI, personalized learning paths, and smart career guidance. Built with Next.js 14, ElevenLabs voice synthesis, and OpenAI GPT-4.

  • Updated Jul 19, 2025
  • TypeScript

ARAS-Farabi Experimental Framework for Skill Assessment in Capsulorhexis Surgery: The ARAS-Farabi Framework is designed to facilitate research in the area of skill assessment for Capsulorhexis surgery. This framework utilizes deep learning techniques for real-time performance in detecting and tracking the capsulorhexis cystotome and pupil.

  • Updated Apr 1, 2024
  • Python

ARAS-Farabi Experimental Framework for Skill Assessment in Capsulorhexis Surgery: The ARAS-Farabi Framework is designed to facilitate research in the area of skill assessment for Capsulorhexis surgery. This framework utilizes deep learning techniques for real-time performance in detecting and tracking the capsulorhexis cystotome and pupil.

  • Updated Apr 1, 2024
  • Python

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