This is the Streamlit application with using a Deep Learning model to determine if a given waste are recycle or organic. I have used a previous trained CNN (Convolutional Neural Networks) algorithm to detect waste.
The project and code for this pretrained model are available here.
This Streamlit application is available here.
- script to build Streamlit application - waste.py
- models - pretrained model used in app,
- data - data used in the project,
- requirements - requirements.txt.
Project is created with:
- Python 3.6
- libraries: streamlit, tensorflow, pillow.
Running the app:
To run this app install locally packages:
pip install -r requirements.txt
Next download the project files to your system, then go to the folder/directory where these files reside and run the script:
streamlit run waste.py
