Source Data for: Generative learning of morphological and contrast heterogeneities for self-supervised electron micrograph segmentation

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/ - 09_in_situ_experiments/ - 09_01_step 2/ - 09_02_step 3/ - 09_03_step 4/ - 09_04_step 5/ - 09_05_step 6/ - 09_06_step 7/ - 09_07_step 8/ - 09_08_step 9/ - 09_09_step 10/本数据集为EMcopilot相关配套数据。以下为该数据集的层级组织结构。若您在学术出版物中使用本数据集，请引用本团队发表的论文：npj Comput. Mater. 11, 322 (2025). https://doi.org/10.1038/s41524-025-01800-5. 声明：EMcopilot已由新加坡知识产权局注册为商标，注册号为40202319264T. - EMcopilot数据集/ - 01_实验图像集/ - 01_01_PtSn_Al2O3纳米颗粒/ - 01_02_PtSn_Al2O3团簇/ - 01_03_Au_ZSM5/ - 02_人工标注标签集/ - 02_01_PtSn_Al2O3纳米颗粒/ - 02_02_PtSn_Al2O3团簇/ - 02_03_Au_ZSM5/ - 03_SAM掩码集/ - 03_01_PtSn_Al2O3纳米颗粒/ - 03_02_PtSn_Al2O3团簇/ - 04_生成式掩码集/ - 04_01_PtSn_Al2O3纳米颗粒/ - 05_合成图像集/ - 05_01_PtSn_Al2O3纳米颗粒/ - 06_适配后图像集/ - 06_01_PtSn_Al2O3纳米颗粒/ - 07_pix2pix模型检查点集/ - 07_01_PtSn_Al2O3纳米颗粒/ - 07_02_PtSn_Al2O3团簇/ - 07_03_Au_ZSM5/ - 07_04_Pd_C/ - 07_05_SACs/ - 08_CBAMUNet++模型检查点集/ - 08_01_基于EMcopilot训练的模型/ - 08_02_基于人工标注训练的模型/ - 08_03_基于少样本混合训练的模型/ - 09_原位实验集/ - 09_01_步骤2/ - 09_02_步骤3/ - 09_03_步骤4/ - 09_04_步骤5/ - 09_05_步骤6/ - 09_06_步骤7/ - 09_07_步骤8/ - 09_08_步骤9/ - 09_09_步骤10/