AI Plant Growth Tracking
Advanced AI model deployed on NVIDIA Jetson for precise plant growth monitoring and analysis.
Project Overview
Our client, a leading agricultural research institute, needed a solution to accurately track and analyze plant growth patterns to optimize crop yields and resource utilization.
We developed a sophisticated AI-powered system that uses computer vision to monitor plant development in real-time. The solution was optimized for deployment on NVIDIA Jetson hardware, providing powerful edge computing capabilities directly in the field.
The system captures detailed growth metrics, identifies potential issues before they become visible to the human eye, and provides actionable insights to improve cultivation practices.
Workflow Overview
Project Initiation
Collaborated with the client to define objectives for plant growth tracking.
Model Training
Developed and trained an AI model to analyze plant growth patterns.
Deployment on NVIDIA Jetson
Optimized the model for deployment on NVIDIA Jetson hardware.
Web Interface Design
Created a web-based interface to display collected data and growth metrics.
Key Components
Hardware Development
The solution required a robust hardware to obtain data. while saving power.
- Humidity & Temperature
- Camera hardware
- SBC (Nividia Jetson)- Power Supply
AI Model
We created a model and optimise it to work well in NVIDIA JETSON.
- Object Detection
- Size estimation model
- Error correction
Data Visualization
Well designed intuative web interface for seeing the data collected and visualization
- Graphs & KPI's
- Pictures of data collected
- Multiple crop management
Next Case Study