Atharva-Gundawar/Streamlit-template-for-Image-Classification-and-Object-detection

Streamlit template for Image Classification and Object Detection Projects

Streamlit Template Library for Computer Vision Model Deployment

This repository contains templates for creating files to deploy your Computer Vision models on the web using streamlit and streamlit-webrtc.

Getting Started

Clone the repository and install the requirements using the following command:

pip install -r requirements.txt

Then choose whichever file that suits your project and run the sreamilt server by running:

streamlit run <FILE_NAME>

If you want to increase the default upload size use the following command

streamlit run <FILE_NAME> --server.maxUploadSize=1028 
# maxUploadSize is in mbs

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Built With

• Streamlit - The web framework
• streamlit-webrtc - The web framework for Capturing Videos

Contributing

Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests.

Authors

• Atharva Gundawar - Initial work - Github handle

See also the list of contributors who participated in this project.

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

• Object detection Example : https://github.com/robmarkcole/object-detection-app.
• Streamlit Webrtc code snippets : https://github.com/whitphx/streamlit-webrtc-example