Automated certificate systems and methods

One or more non-transitory computing device-readable storage mediums storing instructions executable by one or more computing devices to perform an action recognition and analytics method comprising:

• receiving one or more video frame streams from a plurality of manufacturing stations across an assembly line;
• determining, in real time by convolution neural network deep learning one or more indicators of at least one of one or more cycles, one or more processes, one or more actions, one or more sequences, one or more objects, and one or more parameters, in the one or more video frame streams for each instance of a plurality of assembly items across each of the plurality of manufacturing stations;
• accessing a unique identifier of each of the plurality of assembly items;
• mapping the unique identifier of the corresponding portion of the one or more video frame streams and the one or more indicators of at least one of one or more cycles, one of one or more processes, one or more actions, one or more sequences, and one or more objects, and one or more parameters of the corresponding assembly item at the plurality of manufacturing stations across the assembly line to corresponding portions of the plurality of video frame streams;
• and
• for each of the plurality of assembly items, storing a certificate including the unique identifier of the corresponding assembly item, corresponding determined one or more cycle, one or more processes, one or more actions, one or more sequences, one or more objects, and one or more parameters, and corresponding portions of the plurallity of video frame streams across the plurality of manufacturing stations.

A system comprising:

• one or more sensors including one or more video sensors;
• one or more non-transitory data storage units;
• and
• one or more engines including one or more processing units executing instructions configured to:
• receive a plurality of video frame streams;
• determine, in real time one by artificial intelligence, one of one or more cycles, one or more processes, one or more actions, one or more sequences, one or more objects, and one or more parameters, in corresponding portions of the plurality of video frame streams, for a plurality of assembly items;
• access a unique identifier of each of the corresponding plurality of assembly items;
• map the unique identifier of the corresponding assembly item and the one or more cycles, one of one or more processes, one or more actions, one or more sequences, one or more objects, and one or more parameters indexed to corresponding portions of the plurality of video frame streams for the corresponding assembly item to corresponding portions of the plurality of video frame streams;
• and
• for each of the plurality of assembly items, store a certificate including the unique identifier of the corresponding assembly item, corresponding determined one or more cycles, one or more processes, one or more actions, one or more sequences, and one or more objects, and one or more parameters, and corresponding portions of the plurality of video frame streams across the plurality of manufacturing stations.