streamlit_audio_classifier_web_app

Audio Classifier ML web app

To run streamlit web

(si falla por algo de toml, borrar archivos en ~/.streamlit) $ streamlit run iris_web.py

For better performance, install the Watchdog module:

$ xcode-select --install $ pip install watchdog

To run streamlit web as Docker service

Build the Docker image

$ docker build --rm -t streamlit-audioclassifier-webapp .

Run the Docker image as a service

$ docker run -d -p 80:8501 --name audioclassifier-ml-webapp streamlit-audioclassifier-webapp

Tracking large files with https://git-lfs.com/

"An open source Git extension for versioning large files Git Large File Storage (LFS) replaces large files such as audio samples, videos, datasets, and graphics with text pointers inside Git, while storing the file contents on a remote server like GitHub.com or GitHub Enterprise."

Install git-lfs

to upload a new large file

$ git lfs track "*.hdf5"
$ git add .gitattributes
$ git add saved_model.hdf5
$ git commit -m "Add model file"
$ git push origin main

to download it

$ git-lfs pull