GeoAI for Walkability

A rigorous computer-vision workflow for extracting street-level evidence and connecting it to planning questions.

SYLLABUS

Research design

Concepts, guided implementation, a worked urban example and a verifiable exercise.

Street-view sampling

Concepts, guided implementation, a worked urban example and a verifiable exercise.

Ground truth and annotation

Concepts, guided implementation, a worked urban example and a verifiable exercise.

Segmentation workflows

Concepts, guided implementation, a worked urban example and a verifiable exercise.

Spatial feature engineering

Concepts, guided implementation, a worked urban example and a verifiable exercise.

Validation without leakage

Concepts, guided implementation, a worked urban example and a verifiable exercise.

Planning interpretation

Concepts, guided implementation, a worked urban example and a verifiable exercise.

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