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VMAF Usage through Docker

Install Docker, then, from the VMAF directory, run:

docker build -t vmaf .

And to use it, just run:

docker run --rm vmaf [CLI]

Where [CLI] is one of [run_vmaf, vmafossexec, vmaf_rc, run_vmaf_training, run_vmaf_in_batch, run_testing].

For example, if you are under root, to run run_vmaf on a sample reference/distorted video pair under resource/yuv:

docker run --rm -v $(pwd):/files vmaf \
  run_vmaf yuv420p 576 324 \
  /files/src01_hrc00_576x324.yuv \
  /files/src01_hrc01_576x324.yuv \
  --out-fmt json

Note that you need to first download the test videos from vmaf_resource.

wget https://github.com/Netflix/vmaf_resource/raw/master/python/test/resource/yuv/src01_hrc00_576x324.yuv
wget https://github.com/Netflix/vmaf_resource/raw/master/python/test/resource/yuv/src01_hrc01_576x324.yuv

To run vmafossexec with a specified model file:

docker run --rm -v $(pwd):/files vmaf \
  vmafossexec yuv420p 576 324 \
  /files/src01_hrc00_576x324.yuv \
  /files/src01_hrc01_576x324.yuv \
  /files/model/vmaf_float_v0.6.1.pkl \
  --log /dev/stdout