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Found 4 papers, 0 papers with code
Transfer Learning from Synthetic In-vitro Soybean Pods Dataset for In-situ Segmentation of On-branch Soybean Pod
In the first step, we finetune an instance segmentation network pretrained by a source domain (MS COCO dataset) with a synthetic target domain (in-vitro soybean pods dataset).
Behind the leaves -- Estimation of occluded grapevine berries with conditional generative adversarial networks
In this article, we present a method that addresses the challenge of occluded berries with leaves to obtain a more accurate estimate of the number of berries that will enable a better estimate of the harvest.
Counting of Grapevine Berries in Images via Semantic Segmentation using Convolutional Neural Networks
The experiments presented in this paper show that we are able to detect green berries in images despite of different training systems.
Detection of Single Grapevine Berries in Images Using Fully Convolutional Neural Networks
We count single berries in images to avoid the error-prone detection of grapevine clusters.
