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Eulerian Video Magnification for colors and motions magnification
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hbenbel/Eulerian-Video-Magnification
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███████╗██╗ ██╗███╗ ███╗ ██╔════╝██║ ██║████╗ ████║ █████╗ ██║ ██║██╔████╔██║ ██╔══╝ ╚██╗ ██╔╝██║╚██╔╝██║ ███████╗ ╚████╔╝ ██║ ╚═╝ ██║ ╚══════╝ ╚═══╝ ╚═╝ ╚═╝ DESCRIPTION Eulerian Video Magnification for colors and motions magnification USAGE python evm.py [-h] --video_path VIDEO_PATH [--level LEVEL] [--alpha ALPHA] [--lambda_cutoff LAMBDA_CUTOFF] [--low_omega LOW_OMEGA] [--high_omega HIGH_OMEGA] --saving_path SAVING_PATH [--mode {gaussian,laplacian}] [--attenuation ATTENUATION] arguments: --video_path VIDEO_PATH, -v VIDEO_PATH Path to the video to be used --level LEVEL, -l LEVEL Number of level of the Gaussian/Laplacian Pyramid --alpha ALPHA, -a ALPHA Amplification factor --lambda_cutoff LAMBDA_CUTOFF, -lc LAMBDA_CUTOFF λ cutoff for Laplacian EVM --low_omega LOW_OMEGA, -lo LOW_OMEGA Minimum allowed frequency --high_omega HIGH_OMEGA, -ho HIGH_OMEGA Maximum allowed frequency --saving_path SAVING_PATH, -s SAVING_PATH Saving path of the magnified video (.avi extension necessary) --mode {gaussian,laplacian}, -m {gaussian,laplacian} Type of pyramids to use (gaussian or laplacian) --attenuation ATTENUATION, -at ATTENUATION Attenuation factor for I and Q channel post filtering REFERENCES Eulerian Video Magnification for Revealing Subtle Changes in the World (https://people.csail.mit.edu/mrub/evm/) CONTRIBUTORS Hussem Ben Belgacem
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