System and method for monitoring critical pharmaceutical operations

A system (1) for monitoring critical pharmaceutical operations, comprising a housing (10) defining an interior space (100), at least one camera (11) mounted so as to record image frames (F) of the interior space (100), and a controller (12) configured to receive the image frames (F) recorded by the at least one camera (11), analyze the image frames (F) using a first model, and determine whether the image frames (F) are in the interior space (100). The method comprises the following steps: acquiring image frames (F 1, F 2) assigned to at least two different categories of interferences to detect events captured by one or more of the image frames (F), performing a classification of the interferences captured by the one or more of the image frames (F) using a second model (ML2), the second model (ML2) being trained with image frames assigned to the interferences of at least two different categories, and providing a notification (N) indicating one of the at least two different categories based on the classificatio