Rob2Pheno Annotated Tomato Image Dataset

Rob2Pheno Annotated Tomato Image Dataset

Dataset of RGBD images of tomato plants in a production greenhouse (Enza Zaden BV) obtained using Realsense cameras, and object instance level ground truth annotations of the fruit for using object detectors such as MaskRCNN or YOLACT. These data were used to obtain the results reported in our paper...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Afonso, Manya, Fonteijn, Hubert, Polder, G. (Gerrit), Wehrens, Ron, Lensink, Dick, Faber, Nanne, Mooij, Marcel
Format: Dataset
Sprache:eng
Schlagworte:
computer vision in agriculture
deep learning
greenhouse
Horticultural Crops
phenotyping
tomato
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Beschreibung
Zusammenfassung:Dataset of RGBD images of tomato plants in a production greenhouse (Enza Zaden BV) obtained using Realsense cameras, and object instance level ground truth annotations of the fruit for using object detectors such as MaskRCNN or YOLACT. These data were used to obtain the results reported in our paper Tomato Fruit Detection and Counting in Greenhouses using Deep Learning, Frontiers in Plant Science, 2020.
DOI:10.4121/13173422.v3