/Green-Vision

Primary LanguageJupyter Notebook

Green-Vision

Product Scope

The system will take in input images of potato plants and classify them into different disease categories, such as early blight, late blight, potato virus Y, and healthy plants.The potato disease classification project aims to develop a software system that can accurately classify potato diseases based on images of potato leaves. The software system will operate within the context of an agricultural environment, specifically targeting potato crops.The software system will be used by potato farmers or agricultural experts to identify and classify diseases affecting potato plants.It will be integrated into the existing workflow of potato disease diagnosis and management, serving as a tool to aid in early disease detection and timely treatment decisions.The software system will accept input images of potato leaves, process them using image processing techniques, and classify them into different disease categories. The system will output the classification results, including the detected disease type and severity, to the user interface for further analysis and action.

Product Perspective

  • The potato disease classification project aims to develop a software system that can accurately classify potato diseases based on images of potato leaves.
  • The software system will operate within the context of an agricultural environment, specifically targeting potato crops.
  • The software system will be used by potato farmers or agricultural experts to identify and classify diseases affecting potato plants.
  • It will be integrated into the existing workflow of potato disease diagnosis and management, serving as a tool to aid in early disease detection and timely treatment decisions.
  • The software system will accept input images of potato leaves, process them using image processing techniques, and classify them into different disease categories.
  • The system will output the classification results, including the detected disease type and severity, to the user interface for further analysis and action.
  • Intended Audience and Reading Suggestions

  • This application will help farmers to identify the diseases in potato plants so that they can use appropriate fertilizers to get more yield.
  • Farmers and agricultural experts who want to accurately diagnose potato diseases and take appropriate measures to control them.
  • Researchers and scientists who are studying potato diseases and need a tool for disease classification.
  • Software developers who will be responsible for implementing and maintaining the system.