The research led by Dr. Srikant Srinivasan, Associate Professor, Social of Computing and Electrical Engineering at IIT Mandi in collaboration with the Central Potato Research Institute (Shimla) uses Artificial Intelligence (AI) techniques to highlight the diseased portions of the leaf.

Research work taken up by IIT Mandi scientists was funded by Department of Biotechnology of Government of India, the results of this research scholars, Mr. Joe Johnson and Ms Geetanjali Sharma from IIT Mandi and Dr. Vijay Kumar Dua, Dr. Sanjeev Sharma and Dr. Jagdev Sharma from Central Potato Research Institute of Shimla.

The Blight is a common disease of the potato plant, that starts as uneven light green lesions near the tip and the margins of the leaf and then spreads into large brown to purplish-black necrotic patches that eventually leads to rotting of the plant, say IIT Mandi scientists

If left undetected and unchecked, blight could destroy the entire crop within a week under conducive conditions, say IIT Mandi scientists.

Speaking about the work by IIT Mandi scientists Dr. Srinivasan said in India, as with most developing countries, the detection and identification of blight are performed manually by trained personnel who scout the field and visually inspect potato foliage.

This process, as expected, is tedious and often impractical, especially for remote areas, because it requires the expertise of a horticultural specialist who may not be physically accessible, said Dr. Srinivasan, who led IIT Mandi scientists.

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Joe Johnson, research scholar at IIT Mandi said automated disease detection can help in this regard and given the extensive proliferation of the mobile phones across the country, the smartphone could be a useful tool in this regard.

The advanced HD cameras, better computing power and communication avenues offered by smartphones offer a promising platform for automated disease detection in crops, which can save time and help in the timely management of diseases, in cases of outbreaks, say IIT Mandi scientists.

The computational tool developed by the IIT Mandi scientists can detect blight in potato leaf images.

In order to develop a robust model, healthy and diseased leaf data were collected from fields across Punjab, U.P and Himachal Pradesh by IIT Mandi researchers.

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It was important that the model developed by IIT Mandi scientists should have portability across the nation.

Analysis of the detection performance indicates an overall precision of 98% on leaf images in field environments, said Dr Srinivasan, who led the team of IIT Mandi scientists.

Thus, early detection of blight is important to prevent financial catastrophe to the farmer and the country’s economy.

Following this success, IIT Mandi scientists team is sizing down the model to a few tens of megabytes so that it can be hosted on a smartphone as an application.

With this, when the farmer will photograph the leaf which appears unhealthy, the application will confirm in real-time if the leaf is infected or not, say IIT Mandi scientists.

With this timely knowledge, the farmer would know exactly when to spray the field, saving his produce and minimizing costs associated with unnecessary use of fungicides.

‘The model is being refined as more states are covered,’ said Dr. Srinivasan and highlighted that it would be deployed as part of the FarmerZone app that will be available to potato farmers for free.

The model is built using an AI tool called mask region-based convolutional neural network architecture and can accurately highlight the diseased portions of the leaf amid a complex background of plant and soil matter.

Top IITs for Mechanical Engineering offer a comprehensive curriculum covering mechanical engineering fundamentals.

Top IITs for Mechanical Engineering are known for their innovative and entrepreneurial culture.

Top IITs for Mechanical Engineering offer various specializations within Mechanical Engineering.

Top IITs for Mechanical Engineering are a popular choice among students seeking a career in Mechanical Engineering.

Details about top IITs for Mechanical Engineering in India are mentioned below for the sake of the students:

IIT Bombay

IIT Bombay is one of the top IITs in India, offering a well-established Mechanical Engineering program.

The institute has a strong faculty and research opportunities, with a focus on innovation and entrepreneurship.

IIT Bombay has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Robotics and Automation.

The institute has strong industry connections, providing students with internship and placement opportunities.

IIT Bombay is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

The institute has a well-established incubation center, supporting startups and entrepreneurship. This is also among the top IITs for Mechanical Engineering.

IIT Madras

IIT Madras is a top choice for Mechanical Engineering students, with a well-established program and strong industry connections.

The institute offers various specializations within Mechanical Engineering, including Thermal Engineering and Design Engineering.

IIT Madras has a strong research focus, with faculty and students working on projects in areas like nanotechnology and biomechanics.

The institute has a well-established incubation center, supporting startups and entrepreneurship.

IIT Madras is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals. This is also among the top IITs for Mechanical Engineering.

IIT Delhi

IIT Delhi is a top IIT in India, offering a well-established Mechanical Engineering program. The institute has a strong faculty and research opportunities, with a focus on innovation and entrepreneurship.

IIT Delhi has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Robotics and Automation.

The institute has strong industry connections, providing students with internship and placement opportunities.

IIT Delhi is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

The institute has a well-established incubation center, supporting startups and entrepreneurship. This is also among the top IITs for Mechanical Engineering.

IIT Kanpur

IIT Kanpur is a top choice for Mechanical Engineering students, with a well-established program and strong industry connections.

The institute offers various specializations within Mechanical Engineering, including Thermal Engineering and Design Engineering.

IIT Kanpur has a strong research focus, with faculty and students working on projects in areas like nanotechnology and biomechanics.

The institute has a well-established incubation center, supporting startups and entrepreneurship. IIT Kanpur is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals. This is also among the top IITs for Mechanical Engineering.

IIT Kharagpur

IIT Kharagpur is a top IIT in India, offering a well-established Mechanical Engineering program.

The institute has a strong faculty and research opportunities, with a focus on innovation and entrepreneurship.

IIT Kharagpur has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Robotics and Automation.

The institute has strong industry connections, providing students with internship and placement opportunities.

IIT Kharagpur is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

The institute has a well-established incubation center, supporting startups and entrepreneurship. This is also among the top IITs for Mechanical Engineering.

IIT Roorkee

IIT Roorkee is a top choice for Mechanical Engineering students, with a well-established program and strong industry connections.

The institute offers various specializations within Mechanical Engineering, including Thermal Engineering and Design Engineering.

IIT Roorkee has a strong research focus, with faculty and students working on projects in areas like nanotechnology and biomechanics.

The institute has a well-established incubation center, supporting startups and entrepreneurship. IIT Roorkee is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals. This is also among the top IITs for Mechanical Engineering.

IIT BHU Varanasi

IIT BHU Varanasi offers a well-established Mechanical Engineering program with a strong faculty and research opportunities.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Robotics and Automation.

IIT BHU Varanasi has strong industry connections, providing students with internship and placement opportunities.

The institute is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

IIT BHU Varanasi has a well-established incubation center, supporting startups and entrepreneurship.

The institute’s Mechanical Engineering program is accredited by the National Board of Accreditation (NBA). This is also among the top IITs for Mechanical Engineering.

IIT Guwahati

IIT Guwahati offers a well-established Mechanical Engineering program with a strong faculty and research opportunities.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Thermal Engineering and Design Engineering.

IIT Guwahati has strong industry connections, providing students with internship and placement opportunities.

The institute is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

IIT Guwahati has a well-established incubation center, supporting startups and entrepreneurship.

The institute’s Mechanical Engineering program is designed to provide students with a strong foundation in engineering principles and practices. This is also among the top IITs for Mechanical Engineering.

IIT Patna

IIT Patna offers a well-established Mechanical Engineering program with a strong faculty and research opportunities.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Robotics and Automation.

IIT Patna has strong industry connections, providing students with internship and placement opportunities.

The institute is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

IIT Patna has a well-established incubation center, supporting startups and entrepreneurship. The institute’s Mechanical Engineering program is accredited by the National Board of Accreditation (NBA). This is also among the top IITs for Mechanical Engineering.

IIT Indore

IIT Indore offers a well-established Mechanical Engineering program with a strong faculty and research opportunities.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Thermal Engineering and Design Engineering.

IIT Indore has strong industry connections, providing students with internship and placement opportunities.

The institute is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

IIT Indore has a well-established incubation center, supporting startups and entrepreneurship. The institute’s Mechanical Engineering program is designed to provide students with a strong foundation in engineering principles and practices. This is also among the top IITs for Mechanical Engineering.

IIT Mandi

IIT Mandi offers a well-established Mechanical Engineering program with a strong faculty and research opportunities.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Robotics and Automation.

IIT Mandi has strong industry connections, providing students with internship and placement opportunities.

The institute is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

IIT Mandi has a well-established incubation center, supporting startups and entrepreneurship. The institute’s Mechanical Engineering program is accredited by the National Board of Accreditation (NBA). This is also among the top IITs for Mechanical Engineering.

IIT Dharwad

IIT Dharwad offers a well-established Mechanical Engineering program with a strong faculty and research opportunities.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Thermal Engineering and Design Engineering.

IIT Dharwad has strong industry connections, providing students with internship and placement opportunities.

The institute is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

IIT Dharwad has a well-established incubation center, supporting startups and entrepreneurship.

The institute’s Mechanical Engineering program is designed to provide students with a strong foundation in engineering principles and practices. This is also among the top IITs for Mechanical Engineering.

IIT Jammu

IIT Jammu offers a well-established Mechanical Engineering program with a strong faculty and research opportunities.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Robotics and Automation.

IIT Jammu has strong industry connections, providing students with internship and placement opportunities.

The institute is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

IIT Jammu has a well-established incubation center, supporting startups and entrepreneurship. The institute’s Mechanical Engineering program is accredited by the National Board of Accreditation (NBA). This is also among the top IITs for Mechanical Engineering.

IIT (ISM) Dhanbad offers a well-established Mechanical Engineering program with a strong faculty and research opportunities.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Robotics and Automation.

IIT (ISM) Dhanbad has strong industry connections, providing students with internship and placement opportunities.

The institute is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

IIT (ISM) Dhanbad has a well-established incubation center, supporting startups and entrepreneurship.

The institute’s Mechanical Engineering program is accredited by the National Board of Accreditation (NBA). This is also among the top IITs for Mechanical Engineering.

IIT Palakkad

IIT Palakkad offers a well-established Mechanical Engineering program with a strong faculty and research opportunities.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Thermal Engineering and Design Engineering.

IIT Palakkad has strong industry connections, providing students with internship and placement opportunities.

The institute is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

IIT Palakkad has a well-established incubation center, supporting startups and entrepreneurship.

The institute’s Mechanical Engineering program is designed to provide students with a strong foundation in engineering principles and practices. This is also among the top IITs for Mechanical Engineering.

IIT (ISM) Dhanbad

IIT (ISM) Dhanbad offers a well-established Mechanical Engineering program with a strong faculty and research opportunities.

The institute has a comprehensive curriculum covering mechanical engineering fundamentals, with specializations in areas like Robotics and Automation.

IIT (ISM) Dhanbad has strong industry connections, providing students with internship and placement opportunities.

The institute is known for its innovative and entrepreneurial culture, with many successful startups emerging from the institute.

IIT (ISM) Dhanbad has a well-established incubation center, supporting startups and entrepreneurship.

The institute’s Mechanical Engineering program is accredited by the National Board of Accreditation (NBA). This is also among the top IITs for Mechanical Engineering.

Top IITs for Mechanical Engineering offer a comprehensive curriculum covering mechanical engineering fundamentals.

Top IITs for Mechanical Engineering have strong industry connections, providing students with internship and placement opportunities.

Top IITs for Mechanical Engineering are known for their innovative and entrepreneurial culture.

Top IITs for Mechanical Engineering have well-established incubation centers, supporting startups and entrepreneurship.

Top IITs for Mechanical Engineering offer various specializations within Mechanical Engineering.

Top IITs for Mechanical Engineering are renowned for their academic excellence and research opportunities

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