Detect the anomalies in the given data based various situations and criteria. Furthermore, highlight the anomalies based on specified criteria to establish incidents.
Utilize a deep learning model named Sherlock, with necessary update, to detect the semantic datatype within a given structured dataset, followed by substitution with GPT-based models.
Other projects our team has excelled in include image captioning, traffic sign recognition, machine translation, and more.