What is GabNetStats?
GabNetStats is an open source neural network training visualizer and monitoring tool. It allows you to visualize loss, accuracy, and other metrics in real-time during training using interactive plots and charts.
Some key features of GabNetStats:
- Real-time metrics monitoring - See up-to-date metrics like loss, accuracy, IOU, mAP etc. while your model trains
- Interactive plots - Zoom, pan and analyze plot data with ease
- Support for TensorFlow, Keras, PyTorch and other frameworks
- Monitoring for local and remote sessions - View metrics for models training on your GPU or in the cloud
- Customizable metrics and logging - Visualize model-specific metrics beyond out-of-the-box options
- Lightweight and framework-agnostic - Integrate seamlessly with your existing pipeline
GabNetStats makes it easy to monitor neural network training runs, compare performance across models, and identify areas needing improvement. Its interactive plots help provide insights into training dynamics beyond static graphs. Developed with flexibility in mind, GabNetStats works with most models and frameworks.