Semi-supervised learning of images with strong rotational disorder: assembling nanoparticle libraries

1 code implementation • 24 May 2021 • Maxim Ziatdinov, Muammer Yusuf Yaman, Yongtao Liu, David Ginger, Sergei V. Kalinin

The proliferation of optical, electron, and scanning probe microscopies gives rise to large volumes of imaging data of objects as diversified as cells, bacteria, pollen, to nanoparticles and atoms and molecules.

Representation Learning Semi-Supervised Image Classification