https://github.com/eyeblech/plant-disease-detection-model
A no-bullshit Flask app for detecting plant diseases from leaf images. Works on Linux, Windows, and Mac.
https://github.com/eyeblech/plant-disease-detection-model
ai aimodel app application flask open-source python train web
Last synced: 2 months ago
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A no-bullshit Flask app for detecting plant diseases from leaf images. Works on Linux, Windows, and Mac.
- Host: GitHub
- URL: https://github.com/eyeblech/plant-disease-detection-model
- Owner: eyeblech
- License: mit
- Created: 2025-06-27T10:51:30.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-06-27T11:12:54.000Z (about 1 year ago)
- Last Synced: 2025-06-27T11:45:24.212Z (about 1 year ago)
- Topics: ai, aimodel, app, application, flask, open-source, python, train, web
- Language: Python
- Homepage:
- Size: 0 Bytes
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Plant Disease Detector 🔍🌱
A lightweight Flask app for detecting plant diseases from leaf images. Works on Linux, Windows, and Mac.
# [--- download the model here ---](https://mega.nz/file/WQRS2RbA#XLbOvtIKM3padgqjySAh-doj8mqdPJOMT3i1LmAklZ8)
Place the downloaded `.pt` file in the project root folder after cloning.
## System Requirements 💻
- **Minimum**:
- 4GB RAM
- 2GB free disk space
- Python 3.9+
- **Recommended**:
- NVIDIA GPU with CUDA 11.8
- 8GB+ RAM
## Installation 🛠️
### Linux (Debian/Ubuntu)
```bash
# 1. Install dependencies
sudo apt update && sudo apt install -y python3-pip python3-venv libjpeg-dev
# 2. Clone repo
git clone https://github.com/eyeblech/plant-disease-detection-model.git
cd plant-disease-detection-model
# 3. Set up environment
python3 -m venv venv
source venv/bin/activate
pip install --upgrade pip
pip install -r requirements.txt
```
### Windows 10/11
```powershell
# 1. Install Python 3.9+ from Microsoft Store
# 2. In PowerShell:
git clone https://github.com/eyeblech/plant-disease-detection-model.git
cd plant-disease-detection-model
python -m venv venv
.\venv\Scripts\activate
pip install --upgrade pip
pip install -r requirements.txt
```
### MacOS
```bash
brew install python
git clone https://github.com/eyeblech/plant-disease-detection-model.git
cd plant-disease-detection-model
python3 -m venv venv
source venv/bin/activate
pip install --upgrade pip
pip install -r requirements.txt
```
## How to Run 🚀
```bash
python app.py
```
Open `http://localhost:5000` in your browser.
## File Structure 📁
```
.
├── app.py # Main application
├── plant_disease_model.pt # Required (download from Mega)
├── class_names.txt # Disease labels
├── requirements.txt # Python dependencies
├── static/
│ └── uploads/ # User-uploaded images
└── templates/
├── index.html # Main page
└── result.html # Results page
```
## License
MIT License - See [LICENSE](LICENSE) file