This dataset contains both the artificial and real flower images of bramble flowers. The real images were taken with a realsense D435 camera inside the West Virginia University greenhouse. All the flowers are annotated in YOLO format with bounding box and class name. The trained weights after training also have been provided. They can be used with the python script provided to detect the bramble flowers. Also the classifier can classify whether the flowers center is visible or hidden which will be helpful in precision pollination projects.

Dataset Files

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[1] Madhav Rijal, Trevor Smith, Christopher Tatsch, Jared Beard, Andy Chu, R. Michael Butts, Nicole Waterland, Jason Gross, Yu Gu, "Bramble Flower Detection and Classification Dataset for Precision Pollination ", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/b58f-jt53. Accessed: Feb. 08, 2025.
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doi = {10.21227/b58f-jt53},
url = {http://dx.doi.org/10.21227/b58f-jt53},
author = {Madhav Rijal; Trevor Smith; Christopher Tatsch; Jared Beard; Andy Chu; R. Michael Butts; Nicole Waterland; Jason Gross; Yu Gu },
publisher = {IEEE Dataport},
title = {Bramble Flower Detection and Classification Dataset for Precision Pollination },
year = {2024} }
TY - DATA
T1 - Bramble Flower Detection and Classification Dataset for Precision Pollination
AU - Madhav Rijal; Trevor Smith; Christopher Tatsch; Jared Beard; Andy Chu; R. Michael Butts; Nicole Waterland; Jason Gross; Yu Gu
PY - 2024
PB - IEEE Dataport
UR - 10.21227/b58f-jt53
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Madhav Rijal, Trevor Smith, Christopher Tatsch, Jared Beard, Andy Chu, R. Michael Butts, Nicole Waterland, Jason Gross, Yu Gu. (2024). Bramble Flower Detection and Classification Dataset for Precision Pollination . IEEE Dataport. http://dx.doi.org/10.21227/b58f-jt53
Madhav Rijal, Trevor Smith, Christopher Tatsch, Jared Beard, Andy Chu, R. Michael Butts, Nicole Waterland, Jason Gross, Yu Gu, 2024. Bramble Flower Detection and Classification Dataset for Precision Pollination . Available at: http://dx.doi.org/10.21227/b58f-jt53.
Madhav Rijal, Trevor Smith, Christopher Tatsch, Jared Beard, Andy Chu, R. Michael Butts, Nicole Waterland, Jason Gross, Yu Gu. (2024). "Bramble Flower Detection and Classification Dataset for Precision Pollination ." Web.
1. Madhav Rijal, Trevor Smith, Christopher Tatsch, Jared Beard, Andy Chu, R. Michael Butts, Nicole Waterland, Jason Gross, Yu Gu. Bramble Flower Detection and Classification Dataset for Precision Pollination [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/b58f-jt53
Madhav Rijal, Trevor Smith, Christopher Tatsch, Jared Beard, Andy Chu, R. Michael Butts, Nicole Waterland, Jason Gross, Yu Gu. "Bramble Flower Detection and Classification Dataset for Precision Pollination ." doi: 10.21227/b58f-jt53