---
license: cc-by-nc-nd-4.0
language:
- en
- it
metrics:
- accuracy
base_model:
- Ultralytics/YOLOv8
pipeline_tag: image-classification
tags:
- biology
---

# 🍇 Grape Leaf Disease Detector  
  
# Overview  
The **Grape Leaf Disease Detector** is an advanced AI model based on YOLO5, designed to identify and classify diseases affecting grape leaves. By leveraging state-of-the-art image classification techniques, this tool helps viticulturists maintain healthy vineyards by providing accurate and timely disease detection.  
  
# Key Features  
- **High Precision:** Achieve excellent accuracy in detecting various grape leaf diseases.  
- **Proactive Management:** Facilitate early intervention to minimize disease impact.  
- **Cost-Efficient:** Reduce the need for labor-intensive manual inspections.  
- **Seamless Integration:** Easily integrate with existing vineyard management software.  
  
## Benefits  
### Precision in Detection  
My model ensures high accuracy in identifying diseases, allowing for precise treatments and interventions.  
  
### Early Disease Management  
Early detection is key to preventing the spread of diseases. This tool provides timely insights, enabling quick responses.  
  
### Cost Savings  
Automating the detection process reduces labor costs and increases efficiency in vineyard management.  
  
### Ease of Use  
The model is designed for easy integration with various systems, making it accessible for different types of users, from vineyard owners to researchers.  
  
# How It Works  
1. **Image Upload:** Capture and upload a photo of a grape leaf.  
2. **Analysis:** The model processes the image to identify the disease or confirm the leaf's health.  
3. **Results:** Receive immediate feedback to take necessary actions, such as specific treatments or further monitoring.  
  
# Who Can Benefit?  
- **Vineyard Owners:** Maintain the health of vineyards with minimal manual intervention.  
- **Agricultural Researchers:** Gain insights into disease patterns and effectiveness of treatments.  
- **Agronomists:** Assist in making informed decisions regarding plant health.  
- **Plant Pathologists:** Enhance the accuracy of disease diagnosis.  
- **Agricultural Extension Services:** Provide better support and advice to farmers.  
  
# Premium Version  
For users requiring even higher accuracy and a broader range of disease detection, a **premium version** of the model is available. This version is trained on a more extensive and high-quality dataset, offering enhanced detection capabilities.  
  
📩 **Contact me on [LinkedIn](https://www.linkedin.com/in/severinosab/)** for more information about the **premium model**.  
  
---  
  
🤝 Collaborate with me to ensure healthier vineyards and improved agricultural productivity.