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Updated: Feb 17, 2026

Author Spotlight: UAV Remote Sensing for Efficient Invasive Plant Biomass Estimation
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Author Spotlight: UAV Remote Sensing for Efficient Invasive Plant Biomass Estimation

Published on: February 9, 2024

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UAVベースの精密農業におけるゼロショット雑草検出と視覚推論のための視覚言語モデル

Muhammad Fahad Nasir1, Mobeen Ur Rehman2, Irfan Hussain1

  • 1Khalifa University Center for Autonomous Robotic Systems, Khalifa University, Abu Dhabi, United Arab Emirates.

Frontiers in plant science
|February 16, 2026
PubMed
まとめ

視覚言語モデル (Vision-language models,VLMs) は,農業における precision 雑草管理の有望性を示しています. Gemini Flash 2.5は,強力なゼロショット性能と解釈性を実証し,ドローンの画像分析のための従来のディープラーニング方法の代替案として低アノテーションを提供しました.

キーワード:
UAVの画像は,UAVが撮影したものです.エラー検出のプロンプトが表示されます.解釈可能性,解釈可能性.マルチモダルのAI精密農業 精密農業についてビジョン 言語モデル雑草検出器 雑草検出器 雑草検出器ゼロショット・ラーニング

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