Skip to content

LawrenceZ22/DTArrowDirectionEstimator

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

7 Commits
 
 
 
 
 
 
 
 

Repository files navigation

DTArrowDirectionEstimator

A Distance-transform based arrow direction estimator

In traditional arrow direction estimators, it is difficult for single algorithms to estimate arrows with both 7 and 9 sides. This arrow direction estimator based on distance-transform methods provides a robust arrow direction estimator.

This is one of the research output of System Design Project 2022-2023 (Group 13), School of Informatics, The University of Edinburgh.

The algorithm performs the best when the arrow image is tightly bounded with the image frame (as we customise this algorithm with yoloV5 detected arrows with a bounding box).

Requirements

OpenCV, numpy

Usage

python3 detect.py <image_filename>

Example Results

image

image

image

Even worked in some extreme cases!

image

About

A Distance-transform based arrow direction estimator

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages