Hera
A real-time dashboard for monitoring Keras model training and evaluation metrics in your browser.
What is Hera?
Hera is a real-time monitoring tool for Keras models that streams training and evaluation metrics to a web dashboard. It allows machine learning practitioners to visualize model performance live during training, helping them track progress and debug issues without interrupting the training process.
Data scientists and machine learning engineers using Keras for model training who need real-time insights into training performance and metrics.
Developers choose Hera for its seamless integration with Keras, real-time feedback, and flexibility in communication backends, enabling both quick prototyping with Socket.IO and scalable production deployments with RabbitMQ.
Overview
Train/evaluate a Keras model, get metrics streamed to a dashboard in your browser.
Use Cases
Best For
- Monitoring Keras model training in real-time
- Visualizing loss and accuracy metrics during training
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