In-memory content classification and control

A data storage device, comprising:

• one or more memory components configured to store data;
• an interface configured to receive a media stream from a content source, wherein for a portion of the media stream is buffered in the one or more memory components a predetermined duration before outputs are generated according to the portion for presentation;
• an inference engine configured to identify, using an artificial neural network (ANN) in the data storage device, a classification of content within the portion;
• and
• a controller configured to modify, according to the classification, the content to generate outputs provided according to the predetermined duration;
• wherein the controller is configured to select content based on outputs from the ANN, store the selected content in the one or more memory components, present the selected content in a review mode, receive classifications of the selected content during the review mode, and instruct the inference engine to train the ANN using the classifications received during the review mode.

A vehicle, comprising:

• one or more cameras;
• a computer system configured to:
• receive images from the one or more cameras;
• recognize persons shown in the images;
• determine classifications of the persons;
• buffer a portion of a media stream from a content source, a predetermined time before outputting the portion for presentation;
• identify, using an artificial neural network (ANN), unwanted content in the portion based on preferences associated with the classifications of the persons;
• and
• transform the unwanted content in the portion in generating output signals;
• and
• an entertainment system configured to present content based on the output signals;
• wherein the computer system is further configured to select, based on an operating status of the vehicle, the persons in determination of the preferences.