Related data for EMcopilot. Below is the hierarchical structure of the dataset. If you are using this dataset in your publication, please cite our paper: npj Comput. Mater. 11, 322 (2025). https://doi.org/10.1038/s41524-025-01800-5. Declare: EMcopilot has been registered as a trademark by the Intellectual Property Office of Singapore, No. 40202319264T. - EMcopilot_dataset/ - 01_experimental_images/ - 01_01_PtSn_Al2O3_nanoparticle/ - 01_02_PtSn_Al2O3_cluster/ - 01_03_Au_ZSM5/ - 02_manual_labels/ - 02_01_PtSn_Al2O3_nanoparticle/ - 02_02_PtSn_Al2O3_cluster/ - 02_03_Au_ZSM5/ - 03_SAM_masks/ - 03_01_PtSn_Al2O3_nanoparticle/ - 03_02_PtSn_Al2O3_cluster/ - 04_generated_masks/ - 04_01_PtSn_Al2O3_nanoparticle/ - 05_synthetic_images/ - 05_01_PtSn_Al2O3_nanoparticle/ - 06_adapted_images/ - 06_01_PtSn_Al2O3_nanoparticle/ - 07_model_checkpoints_pix2pix/ - 07_01_PtSn_Al2O3_nanoparticle/ - 07_02_PtSn_Al2O3_cluster/ - 07_03_Au_ZSM5/ - 07_04_Pd_C/ - 07_05_SACs/ - 08_model_checkpoints_CBAMUNet++/ - 08_01_EMcopilot_trained/ - 08_02_manual_labeling_trained/ - 08_03_five_shot_hybrid__trained/