Agricorn

Agricorn is a desktop application that functions to detect diseases in corn plant leaves. This app is based on Python with PyQt5 and uses the YOLOv5 deep learning algorithm. This app created by Group 3 as a final project in programming course, Mechanical and Biosystem Engineering, IPB.

• Fadillah Fajrisani F1401211014
• Muhammad Nibroos Abrar F1401211027
• Fareihan Rizki Farikhin F1401211050
• Putu Oki Wiradita Aryawan F1401211054
• Muhammad Syauqi Arham F1401211085

Tech Stack

• PyTorch
• YOLOv5
• OpenCV
• PyQT5
• Google Colab
• Roboflow

Instalation

• Firstly create virtualenvironment then activate and install the dependencies

pip install virtualenv

• Create virtualenv

virtual env

• Activate env according to your OS
• If you don't have CUDA on your machine skip this one and install dependencies from requirements.txt

Install pytorch with CUDA here

• Install from requirements.txt

pip install -r requirements.txt

• Run main.py

python main.py

Display