AI Visualization in Nanoscale Microscopy

Author:

Rajagopal A.,Nirmala V.,Andrew J.,Vedamanickam Arun Muthuraj

Publisher

Springer Nature Singapore

Reference16 articles.

1. Aversa R, Modarres MH, Cozzini S, Ciancio R, Chiusole A (2018) The first annotated set of scanning electron microscopy images for nanoscience. Sci Data 5(1):1–10. https://doi.org/10.1038/sdata.2018.172

2. Berg S, Kutra D, Kroeger T, Straehle CN, Kausler BX, Haubold C, … Kreshuk A (2019) ilastik: interactive machine learning for (bio)image analysis. Nat Methods. https://doi.org/10.1038/s41592-019-0582-9

3. Borowski J, Zimmermann R, Schepers, J, Geirhos R, Wallis T, Bethge M, Brendel W (2021) ICLR 2021. Exemplary natural images explain CNN activations better than feature visualizations. In: International conference on learning representations 2021. https://openreview.net/pdf?id=QO9-y8also-

4. Chollet F (2018) Deep learning with python. Manning, Cop., New York

5. Deep learning gets scope time (2019) Nat Methods 16(12):1195–1195. https://doi.org/10.1038/s41592-019-0670-x

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