Abstract: Methods and system for identifying individual materials from waste streams are disclosed. A request can be received from a requester to assess waste within a waste container. Media in the form at least one of still images or video streams can be accessed from at least one camera located in association with a waste container. The media can be transmitted to an artificial intelligence (AI) platform for processing to determine the class of individual materials contained in the media and provide identification with a confidence level. A data file containing processing results can be created. A response can be generated and transmitted to the requester that initiated the request. The response can include data that further includes all materials found by the AI platform as contained in the media with a confidence level for each and at least one of an identification of the requester, container identification, and container location.