Welcome to the Waste Detection App – an innovative solution for identifying and categorizing waste using Flask, Python 3.8, YOLO (You Only Look Once), and TensorFlow. This application empowers users to contribute to environmental sustainability by providing a streamlined and efficient way to distinguish different types of waste, such as plastic and food waste.
-
Real-time Detection: Utilizing YOLO and TensorFlow, the app performs real-time waste detection, allowing users to capture or upload images for instant analysis.
-
Waste Categorization: The application classifies detected waste into predefined categories, providing valuable insights into the composition of waste materials.
-
User-Friendly Interface: With a clean and intuitive Flask-based web interface, users can easily interact with the application, making it accessible for a wide range of audiences.
-
Environmental Impact: By identifying and categorizing waste, the app contributes to raising awareness about environmental issues and encourages responsible waste disposal practices.
- Python 3.8
- Flask
- YOLO (You Only Look Once)
- TensorFlow
[Note]: Here, this repo doesnot contains weights file, hence you wont able to run the project, But, you can request us for the weight of educaction purpose.
-
Clone the Repository:
git clone https://github.com/hmgtech/Geo-Waste.git cd geo-waste -
Install Dependencies:
pip install -r requirements.txt
If you have multiple python version, do select 3.8 before creating environment
-
Run the Application:
flask run
Visit http://localhost:5000 in your web browser to access the Geo Waste Detection App.
Demo:
Images:
Meet the developers behind this project:
-
Hiteshkumar Gupta
- GitHub: @hmgtech
- LinkedIn: Hitesh Gupta
-
Tijilkumar Parmar
- LinkedIn: Tijil Parmar
-
Steeve Nazareth
- LinkedIn: Steeve Nazareth
-
Prachi Gour
- LinkedIn: Prachi Gour
This project is licensed under the terms of the MIT license.
Feel free to explore and enhance the application to suit your needs. Happy waste detection! Read more.