AI Crop Analytics Tool
AI Crop Analytics Tool
technology application

AI Crop Analytics Tool

3
domains
0
stories
8
SDGs
updatedNov 15, 2021
image

Markus Spiske @ unsplash.com

A machine learning and data analytics tool designed to diagnose crop diseases and pests at early stages.
A machine learning and data analytics tool designed to diagnose crop diseases and pests at early stages.

A machine learning and data analytics tool built on documented image patterns and features of crop diseases to diagnose pest-prone and unhealthy crops with just a photo. The AI tool counts with a user-friendly interface that allows users to take pictures of their crops, even without an internet connection. With a single picture, the machine learning algorithmic model, trained with thousands of images of both healthy and infected crops, compares the input loaded by the user with the database, thus matching both data sources to detect diseases at early stages.

Once the tool identifies potential plant diseases, it provides extensive audio and text recommendations in multiple local dialects to guide farmers on the best practices to protect and save the yields. Current developments have an average accuracy of exact results of 93.3%, thus providing farmers with fine details to predict whether a crop is healthy or affected before the human eye notices it. Also, the tool comes together with 3D scientific animations that orientate farmers to tackle fest infestations and measures to sustainable practices.

Related Content

1 organizations
3 technology domains
5 industries
  • Agriculture
  • Communications
  • Environment & Resources
  • Food
  • Media & Interface
8 topics
  • Agricultural-based Economic Development
  • Decentralization & Local Governance
  • Food and Nutrition Security
  • Green Economy
  • Private Sector Cooperation
  • Regional and Sectoral Economic Development
  • Rural Agricultural and SME Finance
  • Technical and Vocational Education and Training (TVET)
8 SDGs
  • 01 No Poverty
  • 02 Zero Hunger
  • 03 Good Health and Well-Being
  • 04 Quality Education
  • 08 Decent Work and Economic Growth
  • 09 Industry, innovation and infrastructure
  • 10 Reduce inequalities
  • 12 Responsible Consumption and Production