Electron Microscopy Dataverse

This is a collection of electron microscopy datasets acquired by the National Institute for Occupational Safety and Health (NIOSH).

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1 to 10 of 5,324 Results

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...
CNT-Cluster-0001.tif Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification TIFF Image - 1.3 MB - MD5: 5059ac9210583c4a378599ba781f845e
CNT-Cluster-0002.tif Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification TIFF Image - 1.3 MB - MD5: a4718ae823c0f224dc2b7996850cf8cd
CNT-Cluster-0003.tif Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification TIFF Image - 1.3 MB - MD5: c6e0d9b47be5bae4977ec61d66f256d1
CNT-Cluster-0004.tif Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification TIFF Image - 1.3 MB - MD5: bbd87ce85a106abb2a721d4fd2486dd8
CNT-Cluster-0005.tif Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification TIFF Image - 1.3 MB - MD5: a6bb311d903a7af8dc523d948c87f94d
CNT-Cluster-0006.tif Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification TIFF Image - 1.3 MB - MD5: 124a8d6c2ed5b0dbfc99abdfd800aca7
CNT-Cluster-0007.tif Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification TIFF Image - 1.3 MB - MD5: 98ce31e6fb0266366255a679f7410870
CNT-Cluster-0008.tif Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification TIFF Image - 1.3 MB - MD5: 5a435a5bbce9680175393f3522ad9771
CNT-Cluster-0009.tif Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification TIFF Image - 1.3 MB - MD5: 5e580ded677bfc466fdb98133a521adf

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...

CNT-Cluster-0001.tif

Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification

TIFF Image - 1.3 MB -

CNT-Cluster-0002.tif

Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification

TIFF Image - 1.3 MB -

CNT-Cluster-0003.tif

Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification

TIFF Image - 1.3 MB -

CNT-Cluster-0004.tif

Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification

TIFF Image - 1.3 MB -

CNT-Cluster-0005.tif

Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification

TIFF Image - 1.3 MB -

CNT-Cluster-0006.tif

Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification

TIFF Image - 1.3 MB -

CNT-Cluster-0007.tif

Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification

TIFF Image - 1.3 MB -

CNT-Cluster-0008.tif

Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification

TIFF Image - 1.3 MB -

CNT-Cluster-0009.tif

Dec 11, 2024 - Dataset of TEM Images for Carbon Nanomaterial Classification

TIFF Image - 1.3 MB -

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