Another important consideration for future work is the integration of the proposed system with existing industrial monitoring and control systems. Ensuring data interoperability between the image captioning system and current systems is crucial for maximizing its utility. Standard protocols such as MQTT (Message Queuing Telemetry Transport) or RESTful APIs can facilitate seamless communication between different components, allowing for real-time data sharing and updates.