Soccerai: Advanced Multimodal Transformer Architectures for Soccer Vi Deo Understanding and Semantic Event Captioning

Project: National Science and Technology CouncilNational Science and Technology Council Academic Grants

Project Details

Abstract

本計畫致力於開發一個先進的AI驅動足球影像分析系統,融合球動作偵測、多視角犯規辨識、比賽狀態重建、單目深度估計以及密集影像字幕生成等功能。此系統可實現即時且高精度的足球事件偵測與分析,為裁判決策提供技術支援,優化教練戰術部署,並提升觀眾觀看體驗與球迷互動參與度。同時,透過結合計算機視覺與自然語言處理技術,本計畫推動AI播報員的應用,提供自動化、具語境理解的賽事解說。此研究將進一步促進運動科學的數據化發展,並通過創新的AI技術為國家科技進步與運動產業升級做出重要貢獻,樹立新標準。

Project IDs

Project ID:PB11407-8809
External Project ID:NSTC114-2221-E182-005-MY3
StatusActive
Effective start/end date01/08/2531/07/26

Keywords

  • Soccer Video Analysis
  • Ball Action Spotting
  • Multi-View Foul Recognition
  • Game State Reconstruction
  • Monocular Depth Estimation
  • Dense Video Captioning
  • Artificial Intelligence
  • Computer Vision
  • Natural Language Processing
  • Sports Analytics

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