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image-regression

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Estimating graph vertex/edge counts from rendered images using a CNN, benchmarked against a GCN baseline and a density heuristic — with Grad-CAM, shortcut-learning probes, and failure-case analysis of what the model actually learns. Includes a deployed Streamlit demo app.

  • Updated Jul 30, 2026
  • Python

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