Thelr547v1—an asymmetric dilated convolutional neural network for real-time semantic segmentation of horticultural crops

HIGHLIGHTS

  • who: Md Parvez Islam and collaborators from the The United Graduate School of Agricultural Sciences, Ehime University, Matsuyama, Ehime, Japan have published the Article: ThelR547v1u2014An Asymmetric Dilated Convolutional Neural Network for Real-time Semantic Segmentation of Horticultural Crops, in the Journal: Sensors 2022, 8807 of /2022/
  • what: The possibility of this approach has not been well studied due to the time-consuming manual segmentation and lack of appropriate datasets. The authors propose an encoder-decoder architecture based on multi-branch dilated convolutions with traditional convolution and pooling layers as means to address the above constraints . . .

     

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