https://github.com/raczu/image-processing

Labolatory assignments related to image processing using python (rolling shutter effect simulation, demosaicing, mosaicing, usage of interpolation algorithms etc.)
https://github.com/raczu/image-processing

image-processing python

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Labolatory assignments related to image processing using python (rolling shutter effect simulation, demosaicing, mosaicing, usage of interpolation algorithms etc.)

• Host: GitHub
• URL: https://github.com/raczu/image-processing
• Owner: raczu
• License: mit
• Created: 2023-01-03T15:14:59.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-01-28T01:56:28.000Z (about 2 years ago)
• Last Synced: 2024-12-02T23:18:00.768Z (2 months ago)
• Topics: image-processing, python
• Language: Python
• Homepage:
• Size: 9.81 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        


# Image processing

![GitHub last commit](https://img.shields.io/github/last-commit/raczu/image-processing)

![python](https://img.shields.io/badge/python-3.9-blue.svg)

Labolatory assignments related to image processing using python3.9+ (due to the use of typing methods supported from version 3.9). The tasks contain solutions to a variety of challanges, including the use of self-written interpolation algorithms, conversion of an image into a CFA (bayer, X-TRANS), image scaling or rotation and denoising.

## Table of contents

* [Solutions](#solutions)

* [Examples](#examples)

* [License](#license)

* [Contact](#contact)

## Solutions

* [lab-01 (rolling shutter effect simulation)](https://github.com/raczu/image-processing/tree/main/lab-01)

* [lab-02 (demosaicing)](https://github.com/raczu/image-processing/tree/main/lab-02)

* [lab-03 (scaling and rotating raster images)](https://github.com/raczu/image-processing/tree/main/lab-03)

* [lab-04 (denoising images)](https://github.com/raczu/image-processing/tree/main/lab-04)

* [lab-05 (orthogonal basis)](https://github.com/raczu/image-processing/tree/main/lab-05)

## Examples

All scripts are configurable through the use of flags to check which options can be used to execute script, simply use the help flag.

```bash

$ python3.9 script-name.py -h

```




| [lab-01 (rolling shutter effect simulation)](https://github.com/raczu/image-processing/tree/main/lab-01) |

| :-: |

|  |

```bash

$ python3.9 rshutter.py -b 5 -l 3 --save

```




| [lab-02 (demosaicing)](https://github.com/raczu/image-processing/tree/main/lab-02) |

| :-: |

|     |

```bash

$ python3.9 demosaicing.py --image ./image.bmp --bayer --nearest --save

```




| [lab-03 (scaling and rotating raster images)](https://github.com/raczu/image-processing/tree/main/lab-03) |

| :-: |

|    |

```bash

$ python3.9 scale-and-rotate.py --image ./image.jpg --shrink 0.65 --rotate 65 --nearest --save

```




| [lab-04 (denoising images)](https://github.com/raczu/image-processing/tree/main/lab-04) |

| :-: |

|    |

```bash

$ python3.9 denoising.py --image ./image.jpg --noise-image ./noise-leopard.jph --box --size 7 --save

```




| [lab-05 (orthogonal basis)](https://github.com/raczu/image-processing/tree/main/lab-05) |

| :-: |

|    |

```bash

$ python3.9 orthogonal-basis.py --image ./lenna.png --fourier --hpf --size 80

```

## License

Distributed under the MIT License. See `LICENSE` for more information.

## Contact

Feel free to contact: [@raczuu1](https://twitter.com/raczuu1) - [email protected]

Project link: [https://github.com/raczu/image-processing](https://github.com/raczu/image-processing)

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