WalkabilityAssessmentGrid

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Authors: Miria Mocci, Ivan Blecic, Giuseppe A Trunfio, Lucio Davide Spano, Federico Maria Cau
Cited by: 0

Abstract

WalkabilityAssessmentGrid is a research codebase for perceived walkability classification from paired street-view and satellite imagery.The repository implements grouped cross-validation, multiple backbone architectures (CNN and transformer), dual/combined fusion strategies, configurable loss functions, checkpointing/resume, and metric reporting. More details are provided in README.md, with replication workflow instructions in zero-shot.md and reproduce.py.

Fields of Study & Subjects

Urban Design and Spatial Analysis Urban Transport and Accessibility Advanced Neural Network Applications

Publication details

Journal / source
Figshare
Publication date
1 January 2026