Article
DeepPod: a convolutional neural network based quantification of fruit number in Arabidopsis.
GigaScience - 1 Mar 2020
Hamidinekoo Azam, Garzón-Martínez Gina A, Ghahremani Morteza, Corke Fiona M K, Zwiggelaar Reyer, Doonan John H, Lu Chuan
Abstract excerpt
BACKGROUND: High-throughput phenotyping based on non-destructive imaging has great potential in plant biology and breeding programs. However, efficient feature extraction and quantification from image data remains a bottleneck that needs to be addressed. Advances in sensor technology have led to the increasing use of imaging to monitor and measure a range of plants including the model Arabidopsis thaliana. These...
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