https://github.com/sudochris/evolution-resectioning

https://github.com/sudochris/evolution-resectioning

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• Host: GitHub
• URL: https://github.com/sudochris/evolution-resectioning
• Owner: sudochris
• License: gpl-3.0
• Created: 2021-04-10T16:19:54.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2022-03-05T18:51:54.000Z (almost 3 years ago)
• Last Synced: 2023-10-20T07:48:51.338Z (about 1 year ago)
• Language: Python
• Size: 4.77 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
![version](https://img.shields.io/badge/version-v1.4.2-informational?style=for-the-badge)

## 🎥 🧬 Evolution Resectioning

This repository contains an implementation for static camera calibration by applying a genetic algorithm.

![](images/results.png)

## Features:

As a core component, a basic algorithm for applying a genetic algorithm is provided. Based on this, the actual camera resectioning algorithm is implemented: Different strategies can be combined into a strategy bundle, which is then used by the algorithm for camera resectioning / calibration. The following strategies are available:

### (A) Initialization / Population

-   BoundedUniformPopulation

-   ValueUniformPopulation

### (B) Fitness strategy

-   DistanceMap

-   DistanceMapWithPunishment

### (C) Selection strategy

-   RouletteWheel

-   Tournament

-   Random

### (D) Crossover strategy

-   SinglePoint

-   TwoPoint

-   Uniform

### (E) Mutation strategy

-   BoundedUniformMutation

-   BoundedDistributionBasedMutation

### (F) Termination strategy

-   MaxIteration

-   NoImprovement

### Citation

Please cite in your publications if it helps your research:

    TBA

### License

This program is free software: you can redistribute it and/or modify

it under the terms of the GNU General Public License as published by

the Free Software Foundation, either version 3 of the License, or

(at your option) any later version.

This program is distributed in the hope that it will be useful,

but WITHOUT ANY WARRANTY; without even the implied warranty of

MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the

GNU General Public License for more details.

You should have received a copy of the GNU General Public License

along with this program. If not, see .