Shape and style GAN-based multispectral data augmentation for crop/weed segmentation in precision farming

Author:

Fawakherji MulhamORCID,Suriani VincenzoORCID,Nardi DanieleORCID,Bloisi Domenico DanieleORCID

Funder

European Union

Publisher

Elsevier BV

Reference26 articles.

1. Towards principled methods for training generative adversarial networks;Arjovsky;arXiv:1701,2017

2. Segnet: a deep convolutional encoder-decoder architecture for image segmentation;Badrinarayanan;CoRR abs/1511,2015

3. Agricultural robot dataset for plant classification, localization and mapping on sugar beet fields;Chebrolu;Int. J. Robot Res.,2017

4. Automatic model based dataset generation for fast and accurate crop and weeds detection;Di Cicco,2017

5. Image-to-image translation-based data augmentation for improving crop/weed classification models for precision agriculture applications;Divyanth;Algorithms,2022

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