Data for "Enhancing annotations for 5D apple pose estimation through Gaussian Splatting"

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Authors: Ven, van de, Robert, Trim Bresilla, Bram Nelissen, Ard T. Nieuwenhuizen, Eldert J. Van Henten, Gert Kootstra
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Abstract

Data related to the paper "Enhancing annotations for 5D apple pose estimation through Gaussian Splatting". This dataset contains the raw images, processed images used for training the 3D Gaussian Splat, trained 3DGS, and annotations of the fruit poses. The raw images were collected in an orchard in Randwijk in 2024. This data combines with the pipeline available at: https://github.com/WUR-ABE/Gaussian-Splatting_pose-estimationTogether, these can be used to simplify the pose annotations process required to train apple pose estimation algorithms.

Publication details

Journal / source
Socio-Environmental Systems Modeling
Publication date
5 January 2026
Language
EN
Document type
Dataset