International Business Machines Corporation
Path deviation detection analysis by pattern recognition on surfaces via machine learning

Abstract:

An approach for analyzing and predicting a pattern of debris accumulation in area based on a deviation in mobility pattern. The approach includes receiving data from one or more sensors from an area and identifying objects based on the received data. The approach determines whether the received data is a first instance and stores the data. Based on the stored data, the approach analyzes, via machine learning, a mobility pattern associated with the retrieved data. Furthermore, the approach generates an actionable task list based on the analyzed data and instructs one or more computing devices based on the actionable task list.