The pouch inspecting machine is designed for the verification of packaged medications in inpatient pharmacy dispensing rooms. Leveraging AI visual recognition technology, it automatically performs image comparison and verification of unit-dose packaged medications, accurately identifying the appearance, quantity, and packaging information of drugs. The system matches the data against medical orders and prescriptions, promptly intercepting issues such as incorrect or missing pouches. With full-process traceability of inspection records, it provides dual safeguards for medication safety while improving dispensing accuracy and standardizing pharmacy management.