GrapeSLAM: UAV-based monocular visual dataset for SLAM with flight trajectories

  • Kaiwen Wang (Creator)
  • Lammert Kooistra (Creator)
  • Yaowu Wang (Creator)
  • Sergio Vélez (Fraunhofer Institute for Solar Energy Systems ) (Creator)
  • Wensheng Wang (Creator)
  • João Valente (Spanish National Research Council (CSIC) (Creator)

Dataset

Description

This dataset contains 24 individual UAV RGB videos in vineyard in Spain. Each flight were collected by mannully controlled with different perceptives (front view, and side view). The video 56 and 61 contains loop closure for detailed SLAM, path planning and 3D reconstruction tasks. The flight record information was saved as .xlsx, which contains flight height, roll, yaw, pitch, speed, distance, and etc. 
Date made available6 Mar 2025
PublisherWageningen University & Research

Keywords

  • Agricultural Robotics
  • Vineyard
  • UAV
  • SLAM
  • 3D Reconstruction

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