TRI

TRINERA is an AI-powered live farming assistant with real-time pest detection capabilities. Interact through voice and camera using our Live Mode to get instant pest identification, treatment recommendations, and farming guidance powered by advanced AI models and computer vision.

Live Mode

Real-time voice & camera interaction

Gemini Live-style interface

Pest Detection

AI-powered image analysis

HuggingFace models

Multi-Language

English & Hindi support

Edge TTS voice output

How Trinera Works

Our AI-powered pest detection system follows a comprehensive process to identify and address pest threats in your crops.

Live Voice Interaction

Live Voice Interaction

TRINERA features a Gemini Live-style interface where farmers can interact naturally using their voice. Simply speak your questions while showing your crops to the camera, and get instant responses with voice feedback.

  • Continuous speech recognition using Web Speech API
  • Real-time voice responses powered by Microsoft Edge TTS
  • Support for English and Hindi languages
  • Natural conversation flow with context awareness
  • Hands-free operation ideal for fieldwork

AI-Powered Analysis

AI Analysis

Our system leverages cutting-edge AI technologies to provide intelligent farming assistance. Powered by Ollama for local AI inference and HuggingFace models for specialized tasks, TRINERA delivers accurate and contextual responses.

  • Ollama AI models running locally for fast, private inference
  • HuggingFace Transformers for advanced image analysis
  • Context-aware conversations maintaining chat history
  • Visual + voice context fusion for comprehensive understanding
  • Trained on agricultural and pest detection datasets

Real-Time Pest Detection

Pest Detection

Using computer vision and deep learning, TRINERA can identify various pests from camera images. The system continuously captures frames while you interact, providing real-time visual context to the AI assistant.

  • Automatic frame capture every 3 seconds during Live Mode
  • Computer vision models trained on IP102 pest dataset
  • Identification of common agricultural pests and diseases
  • Visual context integrated with conversational AI responses
  • Support for both front and rear camera switching

Smart Recommendations

Smart Recommendations

Beyond pest detection, TRINERA provides comprehensive farming guidance including treatment options, preventive measures, and best practices tailored to your specific situation and local context.

  • Personalized treatment recommendations based on detected pests
  • Eco-friendly and organic pest control suggestions
  • Preventive measures to protect crops before infestation
  • Multi-language support for wider accessibility (English & Hindi)
  • Session-based conversation history for context continuity