Transforming Crop Disease Detection with AI and Hyperspectral Imaging
The workshop is designed to provide participants with an in-depth understanding of the integration of Artificial Intelligence and Hyperspectral Imaging for crop disease detection and precision agriculture. With increasing demand for sustainable and technology-driven farming practices, the ability to identify plant diseases at an early stage has become critical for improving crop yield and reducing economic losses. This workshop will explore the scientific foundations of hyperspectral sensing, the role of spectral information in detecting subtle plant stress signals, and the use of AI-based models for accurate disease recognition and classification. It will further examine practical workflows, real-world applications, and current research trends in intelligent crop health monitoring. By combining conceptual learning with applied hands-on sessions, the workshop aims to equip researchers, academicians, and industry professionals with the knowledge and skills required to leverage advanced imaging and AI tools for smarter agricultural solutions.
To equip participants with knowledge of AI-driven hyperspectral imaging techniques for the timely identification and analysis of crop diseases, thereby enhancing decision-making, crop health monitoring, and agricultural productivity.
Hyperspectral Data Exploration in Google Colab / Jupyter Notebook
Participants will visualize spectral signatures, compare healthy and diseased samples,
and perform basic preprocessing and PCA-based analysis.
Crop Disease Classification using AI Models
Participants will build and evaluate a basic machine learning and deep learning
pipeline for crop disease detection using hyperspectral data.
Explainable AI and Disease Mapping Notebook
Participants will interpret model predictions, identify important spectral features,
and generate a simple disease probability or severity mapping workflow.
May 13, 2026
IST 4:00 PM IST
May 13, 2026 – May 15, 2026
IST 05:30PM IST
₹2,499
$50
The live sessions of this workshop are over, so the live fees no longer apply. The recordings are being uploaded. They appear in your dashboard as soon as they are ready, and we will e-mail you then.
Yes. Paid participants get the session recordings and study material in their NanoSchool dashboard (My registrations → Recorded Lectures / Study Material).
Watch the recording in your dashboard and send your questions to the mentor through the support desk.
Yes, an e-certificate of participation after the workshop, with a QR code anyone can verify and an "Add to LinkedIn" button.
Choose the category that matches your current role: Student, Ph.D. Scholar / Researcher, Academician / Faculty or Industry Professional.
By card, UPI or PayPal on the payment page; international bank transfer is also available there.
See our Returns, Refunds & Cancellation policy: Returns, Refunds & Cancellation policy
Registration open
Live, mentor-led and certified. Dates and times in IST.
