Model Explorer is a visual tool for exploring, debugging, and optimizing ML models deployed on edge devices. Developed by Google AI Edge, it offers a browser-based interface to inspect layer-wise performance, memory usage, and inference timing of TensorFlow Lite and other supported models. It’s a powerful utility for developers optimizing models for constrained environments.

Features

  • Visual layer-by-layer model inspection
  • Analyze latency, memory usage, and compute load
  • Supports TensorFlow Lite and other formats
  • Browser-based UI with interactive visualizations
  • Debug and optimize models for edge deployment
  • Integrates with edge toolchains and runtimes

Project Samples

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License

Apache License V2.0

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Model Explorer Web Site

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

JavaScript

Related Categories

JavaScript Artificial Intelligence Software

Registered

2025-06-04