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easyVmaf
Python script to easily compute VMAF using FFmpeg. It allows to deinterlace, scale and sync Ref and Distorted video automatically
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
We use a tool called easyVmaf, which makes VMAF-analysis very easy. However, just like with transcoding, this process takes a lot of time to run sequentially on your own machine. If you need to analyze hundreds of files, this will take a very long time. Running this in a container in the cloud means we can run all the processes at the same time in parallel. We built a simple Docker-container that runs easyVmaf on files in a S3-bucket. This allows us to run the container on ECS and spin up as many tasks as we need. This Dockerfile can be found in the GitHub-repository.
We use a tool called easyVmaf, which makes VMAF-analysis very easy. However, just like with transcoding, this process takes a lot of time to run sequentially on your own machine. If you need to analyze hundreds of files, this will take a very long time. Running this in a container in the cloud means we can run all the processes at the same time in parallel. We built a simple Docker-container that runs easyVmaf on files in a S3-bucket. This allows us to run the container on ECS and spin up as many tasks as we need. This Dockerfile can be found in the GitHub-repository.