Deep leaf segmentation using synthetic data
Published in CVPPP at BMVC, 2018
Recommended citation: D. Ward, P. Moghadam, and N. Hudson. Deep Leaf Segmentation Using Synthetic Data. In Proceedings of the British Machine Vision Conference (BMVC) Workshop on Computer Vision Problems in Plant Pheonotyping (CVPPP), 2018. https://arxiv.org/abs/1807.10931
Paper
Project Webpage The paper can be found here.
Code
The code can be obtained here.
Data and Pretrained Model
The synthetic data generated for this study can be downloaded here
Attribution
If you use the data, code or pretrained models please cite:
D. Ward, P. Moghadam, and N. Hudson. Deep Leaf Segmentation Using Synthetic Data. In Proceedings of the British Machine Vision Conference (BMVC) Workshop on Computer Vision Problems in Plant Pheonotyping (CVPPP), 2018.
and
D. Ward and P. Moghadam.Synthetic Arabidopsis Dataset. v4. CSIRO. Data Collection, 2018. https://doi.org/10.25919/5c36957c0af41