Concepedia

Identifying crop water stress using deep learning models

Narendra Singh Chandel, Subir Kumar Chakraborty, Yogesh Anand Rajwade, Kumkum Dubey, Mukesh Tiwari, Dilip Jat

Neural Computing and Applications · 2020 · 143 citations · 43 references

Concepts

AgricultureAgricultural EngineeringCrop SciencesCrop ModelingIrrigation EngineeringSoil-water RelationsCrop Stress DetectionCrop Water RequirementsCrop-water RelationsDeep LearningDroughtStress Response ModelingCrop Response To Water DeficitCrop Sensitivity To Water StressCrop Water StressDeep Learning-based IdentificationWater Stress Detection

References

43

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15