TF Watcher is a simple to use Python package and web app which allows you to monitor 👀 your Machine Learning training or testing process on mobile devices 📱 built specially for Google Colab, Azure ML and Kaggle. Dedicated to all ML Developers with ❤️.
📄 Project Documentation
Visit the documentation of this project to get more information in detail.
💡 About the Project
This project includes two subprojects:
🔹 TF Watcher Python Package
This is a Python Package built using TensorFlow and Pyrebase (a python wrapper for the Firebase API). This allows to eaisly monitor the metrics you want and writes them to Firebase realtime database.
/tfwatcher directory to browse and know more about the TF Watcher Python Package.
🔹 TF Watcher Web App
This is a Web Application built using React, Chakra-UI, Recharts and Firebase deployed on Azure Static Web Apps. It reads from the Firebase realtime database and displays the logs using charts.
/webapp directory to browse and know more about TF Watcher Web App.