---
title: Fermentation Level Classification for Cocoa Beans
emoji: 🍫
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
---

This application classifies the fermentation level of cocoa beans using YOLO object detection.

The model used is YOLOv5, and the interface allows users to upload an image of cocoa beans and get a processed output showing detected objects. You can view the source code on GitHub using the button below.

<center>
<a href="https://github.com/kebincontreras/cocoa_beans_interfaces" target="_blank" style="text-decoration: none;">
<button style="background-color: #007bff; color: white; padding: 10px 20px; border: none; border-radius: 5px; font-size: 16px;">GitHub</button>
</a>
</center>

### Features:
- Upload an image of cocoa beans.
- Classify fermentation levels using YOLOv5.
- View the detected objects in the processed image.