Abstract: A system and method for reviewing and editing a series of time lapse photographs, using a machine learning system to review sequentially the individual photographs in the series, identify features in the photographs which features may have been classified as undesirable and flag an individual photograph as undesirable, remove photographs flagged as undesirable from the series set, review the remaining images from the series set of photographs for lighting and composition characteristics and further selection, process the selected photographs for image stabilization, and assembling the processed photographs into a single video for viewing.