The model was pre-trained on the COCO dataset, which provided a general understanding of visual elements. However, it lacked images contextualized to chemical reactions. As such, we fine-tuned the model by training on images extracted from videos of chemical and physical processes captured using our setup. These images were manually annotated using the SuperAnnotate online tool. See SI for further details on model development and training.