Data

Image Data of Capsicum plant growth in Protected Horticulture: PC4C_CAPSI

Western Sydney University
Jayasuriya, Namal ; Ghannoum, Oula ; Hu, Wen ; Liang, Wei ; Klause, Norbert ; Guo, Yi
Viewed: [[ro.stat.viewed]] Cited: [[ro.stat.cited]] Accessed: [[ro.stat.accessed]]
ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id=info:doi10.26183/1a0r-e318&rft.title=Image Data of Capsicum plant growth in Protected Horticulture: PC4C_CAPSI&rft.identifier=10.26183/1a0r-e318&rft.publisher=Western Sydney University&rft.description=The data set consists of colour images and depth images (RGBD) of capsicum plants, camera metadata, camera angles, and manually measured heights of a few selected plants. The Intel Relasense D415 camera is used on a camera platform to collect image data of the right side of one plant line and for three rooms with different light filters (diffused light, Smart Glass film, LLEAF film) in a glasshouse. The camera angle was measured for each data collection of a plant line and manually measured heights are available for ten selected plants per plant line. RGBD streams and their metadata are recoded as Rosbag(.bag) files, and manually measured camera angle, plant height and identified frame numbers for image frame extractions are saved in JSON (.json) files. This research was funded by two Future Food Systems Cooperative Research Centre (FFSCRC) projects, ‘IoT for Indoor Farming’ and ‘Automated Crop Monitoring for Protected Cropping Systems’ awarded to Prof Wen Hu and Prof Oula Ghannoum. NJ was supported by a scholarship funded by the FFSCRC and Western Sydney University.&rft.creator=Jayasuriya, Namal &rft.creator=Ghannoum, Oula &rft.creator=Hu, Wen &rft.creator=Liang, Wei &rft.creator=Klause, Norbert &rft.creator=Guo, Yi &rft.date=2024&rft.relation=https://doi.org/10.1016/j.compag.2024.108669&rft.coverage=150.749601,-33.606589 150.742736,-33.611593 150.740505,-33.623743 150.756208,-33.628317 150.761785,-33.61145 150.749601,-33.606589&rft.coverage=&rft_rights=Copyright Western Sydney University&rft_rights=CC BY 4.0: Attribution 4.0 International http://creativecommons.org/licenses/by/4.0&rft_subject=Image data&rft_subject=Growth cycle&rft_subject=Time series&rft_subject=Single camera&rft_subject=Glasshouse&rft_subject=Capsicum Annum&rft_subject=RGBD&rft_subject=HIE Hawkesbury Institute for the Environment&rft_subject=Horticultural crop growth and development&rft_subject=Horticultural production&rft_subject=AGRICULTURAL, VETERINARY AND FOOD SCIENCES&rft_subject=Plant biochemistry&rft_subject=Plant biology&rft_subject=BIOLOGICAL SCIENCES&rft_subject=Plant physiology&rft.type=dataset&rft.language=English Access the data
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CC BY 4.0: Attribution 4.0 International
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Copyright Western Sydney University

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The data set consists of colour images and depth images (RGBD) of capsicum plants, camera metadata, camera angles, and manually measured heights of a few selected plants. The Intel Relasense D415 camera is used on a camera platform to collect image data of the right side of one plant line and for three rooms with different light filters (diffused light, Smart Glass film, LLEAF film) in a glasshouse. The camera angle was measured for each data collection of a plant line and manually measured heights are available for ten selected plants per plant line. RGBD streams and their metadata are recoded as Rosbag(.bag) files, and manually measured camera angle, plant height and identified frame numbers for image frame extractions are saved in JSON (.json) files.

This research was funded by two Future Food Systems Cooperative Research Centre (FFSCRC) projects, ‘IoT for Indoor Farming’ and ‘Automated Crop Monitoring for Protected Cropping Systems’ awarded to Prof Wen Hu and Prof Oula Ghannoum. NJ was supported by a scholarship funded by the FFSCRC and Western Sydney University.

Created: 2024-03-04

Data time period: 07 09 2022 to 25 01 2023

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150.7496,-33.60659 150.74274,-33.61159 150.74051,-33.62374 150.75621,-33.62832 150.76179,-33.61145 150.7496,-33.60659

150.751145,-33.617453

Subjects
Agricultural, Veterinary and Food Sciences | Biological Sciences | Capsicum Annum | Glasshouse | Growth cycle | HIE Hawkesbury Institute for the Environment | Horticultural Crop Growth and Development | Horticultural Production | Image data | Plant Biochemistry | Plant Biology | Plant Physiology | RGBD | Single camera | Time series |

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Identifiers
  • DOI : 10.26183/1A0R-E318
  • Local : research-data.westernsydney.edu.au/published/5dea0980cfa011eea1d643e149c78efd
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