---
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](https://colab.research.google.com/drive/1_8GasNHKJpO8x-AAt93D3LfrvCLGzsbj?usp=sharing), a workshop by Sam Keene at [ITP Camp 2026](https://itp.nyu.edu/camp/2026/session/205).