SYSTEM 005 / 2025

Road Defect Annotation Tool

Turning field images into learning data

A desktop workflow for browsing, zooming, bounding and reviewing crack and pothole annotations.

Field dataset sample

Python development · Annotation workflow · Dataset preparation

Python · Tkinter · XML · Computer vision

Problem

Create a fast, repeatable way to prepare field imagery for computer-vision experiments.

Build paired annotation and inspection tools with keyboard-first navigation and XML output.

Delivered folder-based batch annotation, zoom, undo, class labels and saved review files.

NEXT SYSTEM / 006