imgPreprocessor 1.0.4

Image Preprocessor with Five Different Functions

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 :

$ pip install imgPreprocessor

usage e.g.

from imgPreprocessor import extract_color_palette, plot_palette,

plot_palette((extract_color_palette("image_path.jpg"))) 

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()

from imgPreprocessor import CountFace

c=CountFace()
c.set_image_path("image_path.jpg")
print(c.count_faces())

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()

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
2. Pillow - HPND License
3. OpenCV (opencv-python) - Apache License 2.0
4. NumPy - BSD License
5. Piexif - MIT License
6. Scikit-learn - BSD License

authors

• GarlicCook
• ugyo
• jaesung05
• rlaehdrbb
• hong02jp

More Information

• Documentaion