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271 to 280 of 457 Results

example.log Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net Plain Text - 155 B - MD5: 770701e71b665603a9e61292c7824135 An example of training log file (all the adopted parameters used during training are saved in this log)
Frac_Unet_postprocess.py Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net Python Source Code - 5.7 KB - MD5: ee7d79e5e2f70aabaae7bae129627301 Post-processing code to create enhanced images
Frac_Unet_preprocess.py Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net Python Source Code - 2.4 KB - MD5: 9b63a89131ad52136b92531a6b7f5e71 Pre-processing code to change the images into available shape and format
Frac_Unet_training.py Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net Python Source Code - 7.0 KB - MD5: 10e1540fe5afda49692b2437eb245903 Training code in order to train the model
img_seg.py Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net Python Source Code - 17.5 KB - MD5: 3a13bef31e567313fc8ef766bc00d377 Customized image library in order to save and load the image data
readme.txt Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net Plain Text - 2.1 KB - MD5: d378b2f2e6e39b343cb17bd2522c6b7d Detailed description of operation with codes
unet3D_v1.py Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net Python Source Code - 3.8 KB - MD5: c84b9fd76ff97e75a91ccde5cc1395e2 3D U-net model
Publication: Machine learning assists in increasing the time resolution of X-ray tomography(Universität Stuttgart) Feb 2, 2023
mixture_nu0.5_ultrasonic_data.tar.gz Sep 26, 2022 - micro-XRCT data sets and in situ measured ultrasonic wave propagation of a pre-stressed monodisperse rubber and glass particle mixture with 50% volume rubber content Gzip Archive - 5.8 MB - MD5: 64a951fccb18c4bd8ce1b022ab0300b7 Raw ultrasonic measurement data in *.csv file format. File name schema: rubber volume fraction of the mixture ("nu"); static preload F_stat. in N ("F"); measurement date. Oscilloscope channels: A = receiver transducer signal; B = transmitter transducer signal.
mixture_nu0.3_F400N_projections.tar.gz Sep 26, 2022 - micro-XRCT data sets and in situ measured ultrasonic wave propagation of a pre-stressed monodisperse rubber and glass particle mixture with 30% volume rubber content Gzip Archive - 1.4 GB - MD5: 11861c5baa4155d35b97783e30c7b36f Projection images (360 deg, angle increment 0.25 deg), dark image (di) and open beam image (ob) in 16 bit *.tif file format. Preload F_stat. = 400 N.

example.log

Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net

Plain Text - 155 B -

An example of training log file (all the adopted parameters used during training are saved in this log)

Frac_Unet_postprocess.py

Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net

Python Source Code - 5.7 KB -

Post-processing code to create enhanced images

Frac_Unet_preprocess.py

Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net

Python Source Code - 2.4 KB -

Pre-processing code to change the images into available shape and format

Frac_Unet_training.py

Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net

Python Source Code - 7.0 KB -

Training code in order to train the model

img_seg.py

Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net

Python Source Code - 17.5 KB -

Customized image library in order to save and load the image data

readme.txt

Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net

Plain Text - 2.1 KB -

Detailed description of operation with codes

unet3D_v1.py

Feb 7, 2023 - Image enhancement code: time-resolved tomograms of EICP application using 3D U-net

Python Source Code - 3.8 KB -

3D U-net model

Publication: Machine learning assists in increasing the time resolution of X-ray tomography(Universität Stuttgart)

Feb 2, 2023

mixture_nu0.5_ultrasonic_data.tar.gz

Sep 26, 2022 - micro-XRCT data sets and in situ measured ultrasonic wave propagation of a pre-stressed monodisperse rubber and glass particle mixture with 50% volume rubber content

Gzip Archive - 5.8 MB -

Raw ultrasonic measurement data in *.csv file format. File name schema: rubber volume fraction of the mixture ("nu"); static preload F_stat. in N ("F"); measurement date. Oscilloscope channels: A = receiver transducer signal; B = transmitter transducer signal.

mixture_nu0.3_F400N_projections.tar.gz

Sep 26, 2022 - micro-XRCT data sets and in situ measured ultrasonic wave propagation of a pre-stressed monodisperse rubber and glass particle mixture with 30% volume rubber content

Gzip Archive - 1.4 GB -

Projection images (360 deg, angle increment 0.25 deg), dark image (di) and open beam image (ob) in 16 bit *.tif file format. Preload F_stat. = 400 N.

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