NeophyteID App

  • 04 Feb 2026

In News:

Kerala has taken a significant step in tech-enabled environmental governance with the launch of the NeophyteID mobile application by Chief Minister Pinarayi Vijayan. The app represents a convergence of artificial intelligence, citizen science, and biodiversity conservation, aimed at tackling the growing threat of invasive plant species in the state.

About the NeophyteID Application

  • NeophyteID is an AI-powered mobile application developed by researchers at the Malabar Botanical Garden and Institute for Plant Sciences (MBGIPS). It is designed as a citizen-friendly digital tool to identify, report, and map invasive (neophyte) plant species across Kerala.
  • The app enables local communities, students, researchers, and ecologists to collaboratively monitor plant invasions that threaten native biodiversity and ecosystem stability.

Key Features

1. AI-Based Species Identification

  • Powered by the YOLOv11 machine learning model
  • Uses image recognition to identify invasive plants from:
    • Live camera input
    • Uploaded photos from the gallery

2. Geospatial Mapping

  • Each confirmed identification is tagged with location data
  • Helps build a real-time distribution map of invasive plant species
  • Supports scientific research and evidence-based conservation planning

3. Citizen Science Approach

  • Encourages public participation in biodiversity monitoring
  • Bridges the gap between scientists and local communities

4. Language Accessibility

  • Available in English and Malayalam
  • Enhances usability among local populations

Why Invasive Species Matter

Invasive plant species are non-native plants that spread aggressively and disrupt ecosystems.

Ecological Impacts

  • Outcompete native flora for nutrients, sunlight, and space
  • Reduce biodiversity
  • Alter soil chemistry and hydrology
  • Disrupt food chains and wildlife habitats

Economic & Social Impacts

  • Damage agriculture and forestry
  • Increase management costs
  • Affect water bodies, fisheries, and tourism