Image-Compression

Runs lossy image compression on images with choice parameters.

Usage:

• ./__main__.py [SOURCE] [ALGORITHM] [MODE] [COMPRESSION] [OVERFLOW] [LOG DATA] [TARGET]
• ./__main__.py [SOURCE] [ALGORITHM] [MODE] [COMPRESSION] [OVERFLOW] [LOG DATA]
• ./__main__.py [SOURCE] [ALGORITHM] [MODE] [COMPRESSION] [OVERFLOW]
• ./__main__.py [SOURCE] [ALGORITHM] [MODE] [COMPRESSION]
• ./__main__.py [SOURCE]

Note: If arguments incomplete, user will complete parameters through terminal

Source:

• Select file from "images" folder with valid extension:
  • .jpg
  • .jpeg
  • .png
  • .tif

Algorithms:

• pca: Principal Component Analysis
• svd: Singular Value Decomposition

Modes:

• v: Select a percentage of variance to keep
• c: Select a number of components to keep
• q: Select quality from predefined settings

Note: If using algorithm=svd, only mode=c is valid

Compression:

Compression	Mode=v	Mode=c	Mode=q
Type and Range	float between 0 and 100	int between zero and image height	low, medium, or high
Valid for	pca	pca, svd	pca

Overflow:

• 1: True, values of pixels on one or more channels may overflow, resulting in cool noise
• 0: False, prevent cool noise but retain maximum image quality
• Optional

LOG:

• 1: Log data from algorithm to logs/
• 0: Do not log data from algorithm to logs/
• Optional

Target:

• file name: name with valid extension which will be saved to "output" folder
• Optional

Examples:

• ./__main__.py tiger.jpg pca 1 95 0 1 tiger_pca_v_95.tif
• ./__main__.py flower.jpg svd 3 min
• ./__main__.py knight.png