Techniques are described to detect and classify, with high accuracy, events associated with objects using image data analysis and computer vision. In an embodiment, an image capturing device captures an image of an area, which includes objects such as fixed objects. The process determines that an event associated with an object occurred by providing the captured image as input data to an ML model. The ML model is trained to identify such objects and events associated with the objects. The process determines image coordinate information of the event identified within the image and, based at least on mapping data of the area to the image coordinate information, determines that a fixed object of the area is associated with the event. Metrics may be calculated for the fixed object and detected events.
IMAGE ANALYSIS-BASED CLASSIFICATION AND VISUALIZATION OF EVENTS