This is a collection of electron microscopy datasets acquired by the National Institute for Occupational Safety and Health (NIOSH).
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Dataset of TEM Images for Carbon Nanomaterial Classification
Dataset of TEM Images for Carbon Nanomaterial Classification
Dec 11, 2024
Wang, Chen, 2024, "Dataset of TEM Images for Carbon Nanomaterial Classification", https://doi.org/10.7910/DVN/5O0SF7, Harvard Dataverse, V1
We employed a convolutional neural network (CNN) for a machine learning and computer vision approach to recognize and classify airborne CNT (carbon nanotubes) and CNF (carbon nanofibers) particles from transmission electron microscope (TEM) images. The model we developed creates a framework for the automatic detection and classification of complex...
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