| Name | imgPreprocessor JSON |
| Version |
1.0.4
JSON |
| download |
| home_page | None |
| Summary | Image Preprocessor with Five Different Functions |
| upload_time | 2024-12-08 04:28:36 |
| maintainer | None |
| docs_url | None |
| author | None |
| requires_python | >=3.12.6 |
| license | None |
| keywords |
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
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| coveralls test coverage |
No coveralls.
|
# Image Preprocessor
### This is an image preprocessor with five features: color extraction, color filter, blurr filter, count face, and EXIF removal.
# Installation
### Install through pip :
```bash
$ pip install imgPreprocessor
```
# usage e.g.
```python
from imgPreprocessor import extract_color_palette, plot_palette,
plot_palette((extract_color_palette("image_path.jpg")))
```
```python
from imgPreprocessor import ColorFilter
c=ColorFilter("image_path.jpg")
user_color = (201, 251, 206)
#(B, G, R)
c.custom_colorfilter(user_color)
c.show()
c.deepskyblue_colorfilter()
c.show()
```
```python
from imgPreprocessor import CountFace
c=CountFace()
c.set_image_path("image_path.jpg")
print(c.count_faces())
```
```python
from imgPreprocessor import CustomBlurFilter
c=CustomBlurFilter("image_path.jpg")
c.load_image()
c.enhance_and_blur(clip_limit=2.0, tile_grid_size=(8, 8), blur_ksize=(15, 15))
#optional: clip_limit, tile_grid_size, blur_ksize
c.display_images()
```
```python
from imgPreprocessor import modexif
modexif("image_path.jpg", "output_path.jpg", make = "samsung", model = "S24", datetime = "2024:12:05 12:57:54")
#optional: make, model, datetime
#datetime format : "year:month:day hour:minute:second"
```
# License Information for Dependencies
This project uses the following third-party libraries, each with its respective license:
1. **Matplotlib** - [BSD-style License](https://matplotlib.org/stable/users/license.html)
2. **Pillow** - [HPND License](https://pillow.readthedocs.io/en/stable/about.html#license)
3. **OpenCV (opencv-python)** - [Apache License 2.0](https://github.com/opencv/opencv/blob/master/LICENSE)
4. **NumPy** - [BSD License](https://numpy.org/doc/stable/license.html)
5. **Piexif** - [MIT License](https://piexif.readthedocs.io/en/latest/about.html#License)
6. **Scikit-learn** - [BSD License](https://github.com/scikit-learn/scikit-learn?tab=BSD-3-Clause-1-ov-file)
# authors
- [GarlicCook](mailto:kms300508@gmail.com)
- [ugyo](mailto:rss1234567@hanyang.ac.kr)
- [jaesung05](mailto:1004jaesung@gmail.com)
- [rlaehdrbb](mailto:donggyug713@gmail.com)
- [hong02jp](mailto:hong02jp@gmail.com)
## More Information
- [Documentaion](https://img-docs.readthedocs.io/en/latest/)
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