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A newer version of the Gradio SDK is available: 6.20.0

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metadata
title: Model Layers Viewer
emoji: 🧠
colorFrom: blue
colorTo: pink
sdk: gradio
sdk_version: 5.22.0
python_version: '3.11'
app_file: app.py
pinned: false
license: mit

Model Layers Viewer

A small CPU-friendly Gradio app for workshop participants to inspect MobileNetV2 activation maps on MoMA artwork images. Pick a MoMA image or upload your own image, then watch pixel activations at the same intermediate layers used in the workshop notebook: 0, 2, 4, 7, 14, and 18.

The UMAP tab shows how the MoMA images relate after MobileNetV2 processes them, including the closest and farthest images in feature space.

Inspired by Small ML: The Art of Data Discovery, a workshop by Sam Keene at ITP Camp 2026.