The first step in developing the image captioning system is the collection of a diverse dataset of images related to gas capture processes. Images were sourced from various industrial facilities engaged in gas capture and management, ensuring a wide representation of different processes, equipment, and environmental conditions. The dataset includes images taken under varying lighting conditions, angles, and distances to enhance the model's robustness.