rememberBr/HRTEM

《FFT pattern recognition of crystal HRTEM image with deep learning》

Environment

Tensorflow==2.6.0, and corresponding versions of cuda and keras, If anything else is missing, just install it with PIP or Conda

usage

cd app python test.py

refer

@article{ZHANG2023103402,
title = {FFT pattern recognition of crystal HRTEM image with deep learning},
journal = {Micron},
volume = {166},
pages = {103402},
year = {2023},
issn = {0968-4328},
doi = {https://doi.org/10.1016/j.micron.2022.103402},
url = {https://www.sciencedirect.com/science/article/pii/S0968432822001986},
author = {Quan Zhang and Ru Bai and Bo Peng and Zhen Wang and Yangyi Liu},
keywords = {High-resolution transmission electron microscope, Computer vision, Attention mechanism, Local contrast, Phase identification, Deep Learning}
}