Methods and Systems for Identification and Augmentation of Video Content

A system comprising:

• at least one memory storing instructions;
• and
• at least one processor communicatively coupled to the at least one memory and configured to execute the instructions to:
• detect, based on a machine learning model, an object depicted within a video frame;
• identify, based on the detection of the object, a class label of the object and a region of interest, within the video frame, of the object;
• identify, within the region of interest of the object, set of features of the object;
• compare the set of features of the object with a plurality of predefined features within a data store associated with the class label of the object;
• and
• determine, based on the comparison of the set of features of the object with the plurality of predefined features within the data store, whether the object is configured to trigger an augmentation of video content associated with the video frame.

A system comprising:

• at least one physical computing device that implements:
• a first facility of an object identification system configured to
• detect, based on a machine learning model, an object depicted within a video frame, and
• identify, based on the detection of the object, a class label of the object and a region of interest, within the video frame, of the object;
• and
• a second facility of the object identification system including a plurality of data stores each storing a respective plurality of predefined features, the second facility of the object identification system configured to
• identify, within the region of interest of the object, set of features of the object,
• select, based on the class label of the object, a data store from the plurality of data stores,
• compare the set of features of the object with the plurality of predefined features stored within the selected data store, and
• determine, based on the comparison of the set of features of the object with the plurality of predefined features stored within the data store, whether the object is configured to trigger an augmentation of video content associated with the video frame.