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https://github.com/Jzou44/photo2pixel

Algorithm used in photo2pixel.co to convert photo to pixel style(8-bit) art.
https://github.com/Jzou44/photo2pixel

image-processing pixel pixel-art pixelart pytorch

Last synced: 30 days ago
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Algorithm used in photo2pixel.co to convert photo to pixel style(8-bit) art.

Host: GitHub
URL: https://github.com/Jzou44/photo2pixel
Owner: Jzou44
License: apache-2.0
Created: 2022-06-08T10:03:59.000Z (about 2 years ago)
Default Branch: main
Last Pushed: 2022-06-15T13:43:16.000Z (about 2 years ago)
Last Synced: 2024-02-27T05:36:28.597Z (5 months ago)
Topics: image-processing, pixel, pixel-art, pixelart, pytorch
Language: Python
Homepage: https://photo2pixel.co/
Size: 575 KB
Stars: 189
Watchers: 25
Forks: 48
Open Issues: 1
Metadata Files:
- Readme: README.md
- License: LICENSE

Lists

awesome-stars - Jzou44/photo2pixel - Algorithm used in photo2pixel.co to convert photo to pixel style(8-bit) art. (pytorch)

README

        # ![LOGO](images/doc/favicon-original.png) Photo2Pixel

---

English | [简体中文](./README_cn.md)

[Online Tool](https://photo2pixel.co) |

[Colab](https://colab.research.google.com/drive/108np4teybhBXHKbPMZZ1fykDuUeF2aw8?usp=sharing) |

[Tutorial](#Tutorial)

photo2pixel is an algorithm converting photo into pixel art. There is an [online converter photo2pixel.co](https://photo2pixel.co)

. you can try different combination of pixel size and edge threshold to get the best result.





## Prerequisites

- python3

- pytorch (for algorithm implementation)

- pillow (for image file io)

## Tutorial

---

photo2pixel is implemented with Pytorch, the easiest way to run it is [Colab](https://colab.research.google.com/drive/108np4teybhBXHKbPMZZ1fykDuUeF2aw8?usp=sharing),

or you can run it with command as bellow:

```bash

# use default param

python convert.py --input ./images/example_input_mountain.jpg

# or use custom param

python convert.py --kernel_size 12 --pixel_size 12 --edge_thresh 128

```

| Parameter   |                                Description                                |    Range    |               Default               |

|-------------|:-------------------------------------------------------------------------:|:-----------:|:-----------------------------------:|

| input       |                             input image path                              |      /      | ./images/example_input_mountain.jpg |

| output      |                             output image path                             |      /      |            ./result.png             |

| kernel_size |             larger kernel size means smooth color transition              |  unlimited  |                 10                  |

| pixel_size  |                           individual pixel size                           |  unlimited  |                 16                  |

| edge_thresh | the black line in edge region, lower edge threshold means more black line |    0~255    |                 100                 |