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NeophyteID is an AI-powered mobile app for identifying invasive plant species (neophytes) in Kerala and the Western Ghats. It was launched in early 2026 by Kerala's Chief Minister at the Kerala Science Congress.
About NeophyteID
NeophyteID is a newly launched AI-powered mobile app developed in Kerala to identify and track invasive plant species. It uses the advanced YOLOv11 image recognition model, supports English and Malayalam, and allows citizens to upload plant photos to contribute to real-time biodiversity mapping.
- Purpose: Detect and monitor invasive (neophyte) plant species threatening native ecosystems.
- Developer: Malabar Botanical Garden and Institute for Plant Sciences (MBGIPS).
- Launch: Officially introduced by the Kerala Chief Minister in early February 2026.
- Technology: Powered by YOLOv11 AI model for high-accuracy species identification.
Key Features
- Instant Plant Detection: Upload a photo from your camera or gallery; the app identifies species with confidence scores.
- Heatmap & Distribution Tracking: Each identification contributes to a real-time geospatial map showing spread patterns of invasive plants across Kerala.
- Citizen Science Contribution: Enables communities, students, and ecologists to collectively report and manage invasive species.
- Languages: Available in English and Malayalam for accessibility.
- Platforms: Works on both web and mobile interfaces.
Challenges & Considerations
- Accuracy Limitations: While YOLOv11 is advanced, rare or poorly photographed plants may be misidentified.
- Data Dependence: Effectiveness grows only if citizens actively upload observations.
- Regional Scope: Currently focused on Kerala, though expansion across India is possible.
- Connectivity Needs: Requires internet access for uploading and mapping.
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