MoB (Malicious or Benign Cartoon Videos)

A dataset of cartoon video clips. For each video clip, the presence or absence of each feature was marked by the annotators.

Malicious: Video content which may not be suitable for viewing by toddlers and pre-schoolers includes a set of clearly defined, trivial and intu-itive features as well as some complex and subtle audio andvideo features. The former includes forms of obscenity and violence on a higher level e.g. nudity, gore, etc. while the latter includes elements such as fast repetitive motion, loud music, disgusting and scary characters, smashing people or things, forms of aggression, loud music, screaming or shout-ing, gunshots and explosions.

Benign: Educational videos and videos of nursery rhymes are usually considered to be appropriate for the toddlers and pre-schoolers; in fact some experts recommend letting kids watch them for a limited number of hours.Benign videos are characterized by a slower tempo, softer music or sound effects, moderate-paced motions, and soft-toned conversations. Most importantly, benign video content should not contain any indicators of malicious content as discussed earlier.