{"id":23031,"library":"ai-edge-model-explorer","title":"AI Edge Model Explorer","description":"A modern model graph visualizer and debugger for TensorFlow Lite, MediaPipe, and other ML models. Provides an interactive graph viewer to inspect model structure, tensors, and operations. Current version 0.1.32, pre-release state with frequent updates.","status":"active","version":"0.1.32","language":"python","source_language":"en","source_url":"https://github.com/google-ai-edge/ai-edge-model-explorer","tags":["model-visualization","tensorflow-lite","debugger","graph-viewer"],"install":[{"cmd":"pip install ai-edge-model-explorer","lang":"bash","label":"Install from PyPI"}],"dependencies":[],"imports":[{"note":"Top-level package is 'google.ai.model_explorer', not the PyPI name.","wrong":"import ai_edge_model_explorer","symbol":"explorer","correct":"from google.ai import model_explorer"},{"note":"Class is within the google namespace.","wrong":"from ai_edge_model_explorer import ModelExplorer","symbol":"ModelExplorer","correct":"from google.ai.model_explorer import ModelExplorer"}],"quickstart":{"code":"from google.ai import model_explorer\n\n# Launch the interactive viewer (opens browser)\nmodel_explorer.visualize('path/to/model.tflite')","lang":"python","description":"Load a TFLite model and open the graph visualizer in a web browser."},"warnings":[{"fix":"Update imports to use the google.ai namespace.","message":"Import path changed after 0.1.0: use 'from google.ai import model_explorer' instead of 'import ai_edge_model_explorer'.","severity":"breaking","affected_versions":"<0.1.0"},{"fix":"Use a virtual display (like Xvfb) or ensure a desktop environment.","message":"The library requires a modern browser. It may not work in headless environments without a display server (e.g., remote SSH).","severity":"gotcha","affected_versions":"all"},{"fix":"Convert models to TF2 format or use TFLiteConverter.","message":"Support for TensorFlow 1.x models is deprecated in 0.1.20+. Models must be exported as TF2 SavedModel or TFLite.","severity":"deprecated","affected_versions":">=0.1.20"}],"env_vars":null,"last_verified":"2026-05-01T00:00:00.000Z","next_check":"2026-07-30T00:00:00.000Z","problems":[{"fix":"Use 'from google.ai import model_explorer'","cause":"Incorrect import path; the actual package is under 'google.ai.model_explorer'.","error":"ModuleNotFoundError: No module named 'ai_edge_model_explorer'"},{"fix":"Update to >=0.1.15 or use 'model_explorer.view()'.","cause":"Older version (pre-0.1.15) used 'view' instead of 'visualize'.","error":"AttributeError: module 'google.ai.model_explorer' has no attribute 'visualize'"}],"ecosystem":"pypi","meta_description":null,"install_score":null,"install_tag":null,"quickstart_score":null,"quickstart_tag":null}