Data

Tools

Indexes

Applications

Experiments

Open Source Science

kaizen-mapping

A library to map match and help tackle the problem of overlapping/intersecting road and building footprint that arises in the process of map making

https://github.com/fuzailpalnak/kaizen

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.8%) to scientific vocabulary

Keywords

astar-algorithm building-footprints conflict geographical-information-system iterative-closest-point map-making map-match map-matching multiple-intermediate-goals navigation obstacle-avoidance pathfinder pathfinding realignment road-elements roadnetwork
Last synced: 6 months ago · JSON representation ·

Repository

A library to map match and help tackle the problem of overlapping/intersecting road and building footprint that arises in the process of map making

Basic Info
  • Host: GitHub
  • Owner: fuzailpalnak
  • License: mit
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 798 KB
Statistics
  • Stars: 18
  • Watchers: 1
  • Forks: 4
  • Open Issues: 0
  • Releases: 1
Topics
astar-algorithm building-footprints conflict geographical-information-system iterative-closest-point map-making map-match map-matching multiple-intermediate-goals navigation obstacle-avoidance pathfinder pathfinding realignment road-elements roadnetwork
Created over 5 years ago · Last pushed over 3 years ago
Metadata Files
Readme Changelog Funding License Citation

README.md

Kaizen

Licence Python Contributions welcome Downloads

A Library build with two propose, to map match road elements either with probe trace or road elements from different source and help, tackle the problem of roads and building intersecting or overlapping, which are results of inaccurate digitizing, snapping, or resource mismatch.

This Library, presents, my view on tackling the aforementioned problem, caused during map making, addressed using obstacle avoidance and map matching

Buy Me a Coffee at ko-fi.com

MapMatch Conflict Resolver ICT

Installation

pip install kaizen-mapping

Requirements

The library uses Rtree which has a dependency on libspatialindex, It is recommend to resolve the dependency through conda

LibSpatialIndex For Linux:

$ sudo apt-get update -y
$ sudo apt-get install -y libspatialindex-dev

LibSpatialIndex For Windows:

Experience is pretty slim, for Windows Installation, I recommend using conda, for trouble free installation.

Demo

Data for running the demo examples can be downloaded from here

MapMatch

Examples

  1. Map Matching Road Element with Line String
  2. Map Matching Road Element with List of Point

Conflict Resolver

Examples

  1. Solving Conflict Between Building and Road without additional Reference
  2. Complex Solving Conflict Between Building and Road without additional Reference
  3. Solving Conflict Between Building and Road with matching the conflict with neighbouring data and finding associated reference points

ICT

Example

  1. Spatial ICT

References

  1. Fast Map Matching
  2. ST-Map Matching
  3. Game Programming
  4. Robot Navigation

Owner

  • Name: Fuzail Palnak
  • Login: fuzailpalnak
  • Kind: user
  • Location: Graz, Austria
  • Company: Joanneum Research

In a quest to improve my machine learning and computer vision skills

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "Please cite this repository If you found it helpful in your reserach."
preferred-citation:
  type: generic
  authors:
  - family-names: "Palnak"
    given-names: "Fuzail A."
  title: "kaizen"
  url: "https://github.com/fuzailpalnak/kaizen"

GitHub Events

Total
Last Year

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 61
  • Total Committers: 1
  • Avg Commits per committer: 61.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Fuzail palnak f****k@g****m 61

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 0
  • Total pull requests: 7
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 7
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
  • fuzailpalnak (7)
Top Labels
Issue Labels
Pull Request Labels
bug (1) Release (1) enhancement (1) New Feature (1)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 4 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 1
  • Total maintainers: 1
pypi.org: kaizen-mapping

Map Matching and road Building Conflict solving Library

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 4 Last month
Rankings
Dependent packages count: 7.3%
Stargazers count: 13.9%
Forks count: 16.9%
Average: 21.5%
Dependent repos count: 22.1%
Downloads: 47.1%
Maintainers (1)
theFifthJack005
Last synced: 6 months ago

Dependencies

setup.py pypi
  • affine *
  • matplotlib *
  • networkx *
  • numpy *
  • opencv-python *
  • pandas *
  • scipy *
  • visvalingamwyatt *