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Seam-Carving

Python implementation of Content-Aware Image Resizing.
Uses a dynamic programming approach to find the minimum energy "seam" to "carve" out from the image.


Run the script

To view command line options and default arguments:

foo@bar:~/Seam-Carving$ python src/carver.py -h

To run the script on a test image:
Ensure that the test image is in the "images" dir. The results dir will be automatically created if it doesn't already exist and all the results will be saved here. A gif of the entire process will be saved in the current directory as well.

foo@bar:~/Seam-Carving$ python src/carver.py --image_name castle --num_seams 100 --filter_type laplace

TODO:

  • reduce I/O operations during seam overlaying operation, should ideally reduce compute time
  • add gif, current gif too big
  • add option to remove horizontal seams
  • instead of asking number of seams from user, ask required image dimensions and resize accordingly

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content-aware image resizing

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