Intellectual resizing and croping script. Smart-resizer allows to resize image from one aspect ratio to another (with crop) while leaving important information on it. Script uses saliency map to detect important features.
Help:
python iresizer.py -h
usage: iresizer.py [-h] [-o OUTPUT_PATH] [-W WIDTH] [-H HEIGHT] [-c]
image_path
Smart resizer
positional arguments:
image_path input image path
optional arguments:
-h, --help show this help message and exit
-o OUTPUT_PATH output file path. By default: result.jpg
-W WIDTH new width
-H HEIGHT new height
-c use crop
How to run:
python iresizer.py kino.jpg -W 400 -H 500 -c
Script works in three steps. At first step it proprtionally resizes original image. Then it builds saliency map. At last, script cuts image to fit it to new sizes using saliency map. The main idea of the script is to create thumbs and promos of any size from original image.
Input image (680x170):
Script call:
python iresizer.py hockey.jpg -W 200 -H 300 -c
Step one: proportionally resize (1200x300)
Step two: build saliency map
Step three: cut image (200x300):
