Our AI Technology
Powering the future of plant identification
Technology Overview
At Camthis, we've developed a cutting-edge AI system that combines computer vision, machine learning, and large language models to provide accurate plant identification and detailed botanical information.
Core Technologies
- ✓Computer Vision for image analysis
- ✓Fine-tuned LLMs for botanical information
- ✓Retrieval-Augmented Generation (RAG) for accurate care instructions
- ✓Tool calling/Function calling for interactive features
Key Metrics
- ✓95%+ accuracy in plant identification
- ✓10,000+ plant species in database
- ✓500ms average identification time
- ✓$15K monthly LLM API costs
Our AI/ML Stack
Our technology stack combines state-of-the-art AI models with proprietary algorithms to deliver accurate plant identification and personalized care recommendations.
We've fine-tuned foundation models on our extensive botanical dataset, allowing us to recognize subtle differences between similar plant species and provide detailed information about each identified plant.
Our RAG system pulls from verified botanical sources to ensure that all care instructions and plant information are scientifically accurate and up-to-date.
AI/ML Techniques
- 1Fine-tuning foundation models
Custom-trained on 1M+ plant images
- 2Retrieval-Augmented Generation (RAG)
Botanical knowledge base with 50K+ entries
- 3Tool calling/Function calling
For interactive care recommendations
- 4Prompt Engineering/LLM orchestration
Optimized for botanical terminology
- 5Structured output (JSON schema)
For consistent plant data formatting
Partner With Us
We're constantly innovating and looking for partners to help us push the boundaries of AI-powered plant identification and botanical knowledge sharing.