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

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.

Publication Details

Journal
DIGITAL.CSIC (Spanish National Research Council (CSIC))
Published
2025-03-06
DOI
https://doi.org/10.5281/zenodo.14979685
Primary Topic
Robotics and Sensor-Based Localization
Type
article
Field-Weighted Citation Impact
0.00
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article

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

DIGITAL.CSIC (Spanish National Research Council (CSIC))
Robotics and Sensor-Based Localization
article

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

article en

Abstract

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.

DIGITAL.CSIC (Spanish National Research Council (CSIC))
Sustainable cities and communities
Openalex Percentile: Top 46%
Robotics and Sensor-Based Localization
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GrapeSLAM: UAV-based monocular visual dataset for SLAM with flight trajectories · DIGITAL.CSIC (Spanish National Research Council (CSIC)) (2025) | TGRS Research Map | TGRS