Development of Efficient CNN model for Tomato crop disease identification
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[1] Michael I. Jordan,et al. On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes , 2001, NIPS.
[2] Florentin Smarandache,et al. Smart mobile application to recognize tomato leaf diseases using Convolutional Neural Networks , 2019, 2019 International Conference of Computer Science and Renewable Energies (ICCSRE).
[3] L. Plümer,et al. Original paper: Early detection and classification of plant diseases with Support Vector Machines based on hyperspectral reflectance , 2010 .
[4] Gensheng Hu,et al. Identification of tea leaf diseases by using an improved deep convolutional neural network , 2019, Sustain. Comput. Informatics Syst..
[5] Rutu Gandhi,et al. Plant disease detection using CNNs and GANs as an augmentative approach , 2018, 2018 IEEE International Conference on Innovative Research and Development (ICIRD).
[6] Amit Sinha,et al. Potato Crop Disease Classification Using Convolutional Neural Network , 2019, Smart Systems and IoT: Innovations in Computing.
[7] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[8] Saeid Minaei,et al. Vision-based pest detection based on SVM classification method , 2017, Comput. Electron. Agric..
[9] Konstantinos P. Ferentinos,et al. Deep learning models for plant disease detection and diagnosis , 2018, Comput. Electron. Agric..
[10] Sachi Nandan Mohanty,et al. Convoluted Cosmos: Classifying Galaxy Images Using Deep Learning , 2019, Data Management, Analytics and Innovation.
[11] Bo Chen,et al. MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications , 2017, ArXiv.
[12] Yaxin Bi,et al. KNN Model-Based Approach in Classification , 2003, OTM.
[13] Raja Purushothaman,et al. Tomato crop disease classification using pre-trained deep learning algorithm , 2018 .
[14] Alaa Tharwat,et al. Classification assessment methods , 2020, Applied Computing and Informatics.
[15] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[16] Yu Sun,et al. Automatic Image-Based Plant Disease Severity Estimation Using Deep Learning , 2017, Comput. Intell. Neurosci..
[17] Marcel Salathé,et al. Using Deep Learning for Image-Based Plant Disease Detection , 2016, Front. Plant Sci..
[18] Guy Lapalme,et al. A systematic analysis of performance measures for classification tasks , 2009, Inf. Process. Manag..
[19] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[20] Pablo M. Granitto,et al. Deep learning for plant identification using vein morphological patterns , 2016, Comput. Electron. Agric..
[21] Pierre Alliez,et al. Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification , 2017, IEEE Transactions on Geoscience and Remote Sensing.
[22] Li Yujian,et al. A comparative study of fine-tuning deep learning models for plant disease identification , 2019, Comput. Electron. Agric..
[23] Sang Cheol Kim,et al. A Robust Deep-Learning-Based Detector for Real-Time Tomato Plant Diseases and Pests Recognition , 2017, Sensors.
[24] Dumitru Erhan,et al. Going deeper with convolutions , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[25] J. Ross Quinlan,et al. Induction of Decision Trees , 1986, Machine Learning.
[26] C. Y. Peng,et al. An Introduction to Logistic Regression Analysis and Reporting , 2002 .
[27] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[28] Xin Yang,et al. Machine learning in plant disease research , 2017 .
[29] Aditya Khamparia,et al. Classification and Identification of Primitive Kharif Crops using Supervised Deep Convolutional Networks , 2020, Sustain. Comput. Informatics Syst..
[30] Mona A. S. Ali,et al. Identifying Two of Tomatoes Leaf Viruses Using Support Vector Machine , 2015 .
[31] Yan Zhang,et al. A low shot learning method for tea leaf's disease identification , 2019, Comput. Electron. Agric..
[32] Artzai Picón,et al. Automatic plant disease diagnosis using mobile capture devices, applied on a wheat use case , 2017, Comput. Electron. Agric..
[33] M. S. Shirdhonkar,et al. A review on plant disease detection using image processing , 2017, 2017 International Conference on Intelligent Sustainable Systems (ICISS).
[34] Mingming Zhang,et al. Identification of Maize Leaf Diseases Using Improved Deep Convolutional Neural Networks , 2018, IEEE Access.
[35] T. M. Prajwala,et al. Tomato Leaf Disease Detection Using Convolutional Neural Networks , 2018, 2018 Eleventh International Conference on Contemporary Computing (IC3).
[36] Marcel Salathé,et al. An open access repository of images on plant health to enable the development of mobile disease diagnostics through machine learning and crowdsourcing , 2015, ArXiv.
[37] Siddhartha Raghava,et al. PUB075 Survival of Patients with Stage I Lung Cancer Detected on CT Screening in South Indian Population , 2017 .