Plant Disease Claasification from leaves using CNN

Plant Disease Claasification from leaves using CNN

Classification of plant disease from image of plant leaves

Artificial Intelligence

Description

Many a time, farmers do not know which type of disease their crops has, to solve this problem we are proposing a mobile application that can solve the issue. The farmer just has to take an image of the crop and the image will be uploaded in the server. On the server side, we will be using high performance computing GPUs to feed forward the image in a convolutional neural network which is a popular deep learning network. The CNN model will be trained using different crop disease images and will be able to classify the disease type. The farmer will be notified the disease and from here, one can do further procedure to solve the disease.

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Screenshot from 2017 08 10 23 09 03

Vaibhav P. added photos to project Plant Disease Claasification from leaves using CNN

Medium 32e95969 6e86 463a 9dcd 03cbdf75f3e2

Plant Disease Claasification from leaves using CNN

Many a time, farmers do not know which type of disease their crops has, to solve this
problem we are proposing a mobile application that can solve the issue. The farmer just has to
take an image of the crop and the image will be uploaded in the server. On the server side, we
will be using high performance computing GPUs to feed forward the image in a convolutional
neural network which is a popular deep learning network. The CNN model will be trained using
different crop disease images and will be able to classify the disease type. The farmer will be
notified the disease and from here, one can do further procedure to solve the disease.

Screenshot from 2017 08 10 23 09 03

Vaibhav P. added photos to project Plant Disease Claasification from leaves using CNN

Medium c52d0cca f55d 4922 8c83 3546ab01f30b

Plant Disease Claasification from leaves using CNN

Many a time, farmers do not know which type of disease their crops has, to solve this
problem we are proposing a mobile application that can solve the issue. The farmer just has to
take an image of the crop and the image will be uploaded in the server. On the server side, we
will be using high performance computing GPUs to feed forward the image in a convolutional
neural network which is a popular deep learning network. The CNN model will be trained using
different crop disease images and will be able to classify the disease type. The farmer will be
notified the disease and from here, one can do further procedure to solve the disease.

Screenshot from 2017 08 10 23 09 03

Vaibhav P. added photos to project Plant Disease Claasification from leaves using CNN

Medium 510a5cb2 6091 4470 a6a4 019b478d205b

Plant Disease Claasification from leaves using CNN

Many a time, farmers do not know which type of disease their crops has, to solve this
problem we are proposing a mobile application that can solve the issue. The farmer just has to
take an image of the crop and the image will be uploaded in the server. On the server side, we
will be using high performance computing GPUs to feed forward the image in a convolutional
neural network which is a popular deep learning network. The CNN model will be trained using
different crop disease images and will be able to classify the disease type. The farmer will be
notified the disease and from here, one can do further procedure to solve the disease.

Medium screenshot from 2017 08 10 23 09 03

Vaibhav P. created project Plant Disease Claasification from leaves using CNN

Medium 510a5cb2 6091 4470 a6a4 019b478d205b

Plant Disease Claasification from leaves using CNN

Many a time, farmers do not know which type of disease their crops has, to solve this problem we are proposing a mobile application that can solve the issue. The farmer just has to take an image of the crop and the image will be uploaded in the server. On the server side, we will be using high performance computing GPUs to feed forward the image in a convolutional neural network which is a popular deep learning network. The CNN model will be trained using different crop disease images and will be able to classify the disease type. The farmer will be notified the disease and from here, one can do further procedure to solve the disease.

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Muni Kumar

Muni Kumar N, Research Scholar on Deep Learning

Bengaluru, Karnataka, India