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BaleUAVision: Hay Bales UAV Captured Dataset
Georgios D Karatzinis1, Socratis Gkelios2, Athanasios Ch Kapoutsis2
1Information Technologies Institute (ITI), Centre of Research and Technology Hellas (CERTH), Thessaloniki, Greece. gkaratzi@iti.gr.
Scientific data
|January 29, 2026
まとめ
A new dataset, BaleUAVision, aids precision agriculture by enabling efficient hay bale detection and counting using Unmanned Aerial Vehicles (UAVs). This resource improves yield estimation and resource management in farming.
背景:
- 効率的な干し草俵の検出は、収量推定と資源管理に影響を与える精密農業にとって非常に重要です。
- 既存のデータセットは、環境条件や注釈の品質の多様性に欠けることがよくあります。
- 無人航空機（UAV）は、農業モニタリングのための有望なプラットフォームを提供します。
結論:
- BaleUAVisionデータセットは、精密農業における干し草俵検出能力を大幅に向上させます。
- データセットの多様なデータと包括的な注釈は、実際のUAV運用をサポートします。
- FAIR原則に従った公開利用可能性は、より広範な研究コミュニティの採用と進歩を促進します。
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