The diagnosis of Parkinson's disease (PD) is often made after careful observation and evaluation of clinical indicators, such as the description of various motor symptoms. Traditional methods of diagnosis, on the other hand, may be prone to error since they depend on the subjective judgment of motions that might be difficult for human eyes to categorise. However, nonmotor symptoms of PD in its early stages may be minor and might be due to a wide variety of diseases.