: Automatically identifying scenes or matching this episode against a database of other shows using visual or audio patterns.

Do you need help with a specific (like VGG or ResNet)?

: By reducing complex data into simplified vectors, "deep features" allow algorithms to process large video files much faster.

In the context of modern media files and digital analysis, likely refers to Deep Feature Extraction , a machine learning technique used to analyze audio or video data. Understanding "Deep Feature" in Media