Article

How to Annotate in Video for Training Machine Learning with a Good Workflow, by Jakob Persson

AI and machine learning have been growing a lot in the last decade, and it is also something that can be very useful in the post-production of a film, TV show, etc, by using Video recognition instead of a human to find specific objects, scenes in the video content. But a problem with video recognition programs is that they do not work as well as we wish. To make video recognition programs better, its algorithm needs to be trained on large sets of training data.

To create this training data a tool for annotating objects and people in video content is useful, but how will this tool look and how will it be designed with a good workflow for the users?