“…Keywords: scanning transmission electron microscopy, image processing, deep learning, noise filtering, dislocation Transmission electron microscopy (TEM) is commonly used in various fields such as materials science 1,2 , biology 3 , and so on. Recent advancement of TEM technique has enabled us to conduct various kinds of in situ observation with different external stimuli, e.g., loading 4,5 , heating 6,7 , etc.…”