WalkabilityAssessmentGrid
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