Netron provides a visual interface for inspecting machine learning model files across dozens of formats including ONNX, PyTorch, TensorFlow, Keras, Core ML, and Safetensors. Users can load model files through a browser, desktop app, or Python pip package to explore layer structures, parameters, and network topology. It serves as a diagnostic and educational tool for ML practitioners working across different framework ecosystems.