The Google Vision API, a part of Google Cloud's machine learning capabilities, offers advanced image understanding functionalities, including object recognition. In the context of object recognition, the API employs a set of predefined categories to identify objects within images accurately. These predefined categories serve as reference points for the API's machine learning models to classify