Center

Center contains a list of datasets used to train an AI agent to find the center of rotation of tomographic data sets.

tomocupy was run using the default parameters selected by user (see table below) with the –reconstruction-type set to try. A second try reconstruction was run without user selected parameters.

ai_00001

Static (bone) sample with strong absorption.

For example:

$ tomocupy recon_steps --file-name /data/2022-07/Stock/WKH_1490U_1_050.h5 --rotation-axis 1214.5  --reconstruction-type try --remove-stripe-method fw --dezinger 3
$ tomocupy recon --file-name /data/2022-07/Stock/WKH_1490U_1_050.h5 --rotation-axis 1214.5  --reconstruction-type try

The data are available at ai_00001

2022-07-Stock

Sample

rotation-axis

Recon command

SpFn_T2_288_4_rman_001

1244

tomocupy recon –file-name /data/2022-07/Stock/SpFn_T2_288_4_rman_001.h5 –rotation-axis 1244 –reconstruction-type try –remove-stripe-method fw

SpFn_T2_288_4_rman_take_2_002

1241.0

tomocupy recon –file-name /data/2022-07/Stock/SpFn_T2_288_4_rman_take_2_002.h5 –rotation-axis 1241.0 –reconstruction-type try –remove-stripe-method fw

e6398_003

1212.50

tomocupy recon_steps –file-name /data/2022-07/Stock/e6398_003.h5 –rotation-axis 1212.50 –reconstruction-type try –remove-stripe-method fw

e6398_004

1221.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e6398_004.h5 –rotation-axis 1221.0 –reconstruction-type try –remove-stripe-method fw

e6398_005

1224.50

tomocupy recon_steps –file-name /data/2022-07/Stock/e6398_005.h5 –rotation-axis 1224.50 –reconstruction-type try –remove-stripe-method fw

e6401_006

1212.50

tomocupy recon_steps –file-name /data/2022-07/Stock/e6401_006.h5 –rotation-axis 1212.50 –reconstruction-type try –remove-stripe-method fw

e6401_007

1221.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e6401_007.h5 –rotation-axis 1221.0 –reconstruction-type try –remove-stripe-method fw

e6401_008

1224.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e6401_008.h5 –rotation-axis 1224.0 –reconstruction-type try –remove-stripe-method fw

e6402_009

1212.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e6402_009.h5 –rotation-axis 1212.0 –reconstruction-type try –remove-stripe-method fw

e6402_010

1220.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e6402_010.h5 –rotation-axis 1220.0 –reconstruction-type try –remove-stripe-method fw

e6402_011

1224.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e6402_011.h5 –rotation-axis 1224.0 –reconstruction-type try –remove-stripe-method fw

f2010_012

1214.0

tomocupy recon_steps –file-name /data/2022-07/Stock/f2010_012.h5 –rotation-axis 1214.0 –reconstruction-type try –remove-stripe-method fw

f2010_013

1222.0

tomocupy recon_steps –file-name /data/2022-07/Stock/f2010_013.h5 –rotation-axis 1222.0 –reconstruction-type try –remove-stripe-method fw

f2010_014

1224.50

tomocupy recon_steps –file-name /data/2022-07/Stock/f2010_014.h5 –rotation-axis 1224.50 –reconstruction-type try –remove-stripe-method fw

e5727_015

1214.5

tomocupy recon_steps –file-name /data/2022-07/Stock/e5727_015.h5 –rotation-axis 1214.5 –reconstruction-type try –remove-stripe-method fw

e5727_016

1222.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e5727_016.h5 –rotation-axis 1222.0 –reconstruction-type try –remove-stripe-method fw

e5727_017

1226.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e5727_017.h5 –rotation-axis 1226.0 –reconstruction-type try –remove-stripe-method fw

f2011_018

1217.50

tomocupy recon_steps –file-name /data/2022-07/Stock/f2011_018.h5 –rotation-axis 1217.50 –reconstruction-type try –remove-stripe-method fw

f2011_019

1223.50

tomocupy recon_steps –file-name /data/2022-07/Stock/f2011_019.h5 –rotation-axis 1223.50 –reconstruction-type try –remove-stripe-method fw

f2011_020

1226.0

tomocupy recon_steps –file-name /data/2022-07/Stock/f2011_020.h5 –rotation-axis 1226.0 –reconstruction-type try –remove-stripe-method fw

e5729_021

1211.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e5729_021.h5 –rotation-axis 1211.0 –reconstruction-type try –remove-stripe-method fw

e5729_022

1220.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e5729_022.h5 –rotation-axis 1220.0 –reconstruction-type try –remove-stripe-method fw

e5729_023

1223.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e5729_023.h5 –rotation-axis 1223.0 –reconstruction-type try –remove-stripe-method fw

f2012_024

1214.0

tomocupy recon_steps –file-name /data/2022-07/Stock/f2012_024.h5 –rotation-axis 1214.0 –reconstruction-type try –remove-stripe-method fw

f2012_025

1222.0

tomocupy recon_steps –file-name /data/2022-07/Stock/f2012_025.h5 –rotation-axis 1222.0 –reconstruction-type try –remove-stripe-method fw

f2012_026

1224.50

tomocupy recon_steps –file-name /data/2022-07/Stock/f2012_026.h5 –rotation-axis 1224.50 –reconstruction-type try –remove-stripe-method fw

e8193_027

1212.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e8193_027.h5 –rotation-axis 1212.0 –reconstruction-type try –remove-stripe-method fw

e8193_028

1220.5

tomocupy recon_steps –file-name /data/2022-07/Stock/e8193_028.h5 –rotation-axis 1220.5 –reconstruction-type try –remove-stripe-method fw

e8193_029

1224.5

tomocupy recon_steps –file-name /data/2022-07/Stock/e8193_029.h5 –rotation-axis 1224.5 –reconstruction-type try –remove-stripe-method fw

WT106F01_030

1214.5

tomocupy recon_steps –file-name /data/2022-07/Stock/WT106F01_030.h5 –rotation-axis 1214.5 –reconstruction-type try –remove-stripe-method fw

WT106F01_031

1222.0

tomocupy recon_steps –file-name /data/2022-07/Stock/WT106F01_031.h5 –rotation-axis 1222.0 –reconstruction-type try –remove-stripe-method fw

WT106F01_032

1224.50

tomocupy recon_steps –file-name /data/2022-07/Stock/WT106F01_032.h5 –rotation-axis 1224.50 –reconstruction-type try –remove-stripe-method fw

e8191_033

1213.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e8191_033.h5 –rotation-axis 1213.0 –reconstruction-type try –remove-stripe-method fw

e8191_034

1221.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e8191_034.h5 –rotation-axis 1221.0 –reconstruction-type try –remove-stripe-method fw

e8191_035

1224.5

tomocupy recon_steps –file-name /data/2022-07/Stock/e8191_035.h5 –rotation-axis 1224.5 –reconstruction-type try –remove-stripe-method fw

e4865_036

1213.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e4865_036.h5 –rotation-axis 1213.0 –reconstruction-type try –remove-stripe-method fw

e4865_037

1220.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e4865_037.h5 –rotation-axis 1220.0 –reconstruction-type try –remove-stripe-method fw

e4865_038

1223.5

tomocupy recon_steps –file-name /data/2022-07/Stock/e4865_038.h5 –rotation-axis 1223.5 –reconstruction-type try –remove-stripe-method fw

e4792_039

1212.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e4792_039.h5 –rotation-axis 1212.0 –reconstruction-type try –remove-stripe-method fw

e4792_040

1221.5

tomocupy recon_steps –file-name /data/2022-07/Stock/e4792_040.h5 –rotation-axis 1221.5 –reconstruction-type try –remove-stripe-method fw

e4792_041

1224.0

tomocupy recon_steps –file-name /data/2022-07/Stock/e4792_041.h5 –rotation-axis 1224.0 –reconstruction-type try –remove-stripe-method fw

e4793_042

1214.5

tomocupy recon_steps –file-name /data/2022-07/Stock/e4793_042.h5 –rotation-axis 1214.5 –reconstruction-type try –remove-stripe-method fw

e4793_043

1222.5

tomocupy recon_steps –file-name /data/2022-07/Stock/e4793_043.h5 –rotation-axis 1222.5 –reconstruction-type try –remove-stripe-method fw

WT106F02_046

1222.5

tomocupy recon_steps –file-name /data/2022-07/Stock/WT106F02_046.h5 –rotation-axis 1222.5 –reconstruction-type try –remove-stripe-method fw

WKH_1490U_1_048

1227.5

tomocupy recon_steps –file-name /data/2022-07/Stock/WKH_1490U_1_048.h5 –rotation-axis 1227.5 –reconstruction-type try –remove-stripe-method fw

WKH_1490U_1_049

1222.0

tomocupy recon_steps –file-name /data/2022-07/Stock/WKH_1490U_1_049.h5 –rotation-axis 1222.0 –reconstruction-type try –remove-stripe-method fw

WKH_1490U_1_050

1214.5

tomocupy recon_steps –file-name /data/2022-07/Stock/WKH_1490U_1_050.h5 –rotation-axis 1214.5 –reconstruction-type try –remove-stripe-method fw –dezinger 3

WKH_1504L_1_060

1222.0

tomocupy recon_steps –file-name /data/2022-07/Stock/WKH_1504L_1_060.h5 –rotation-axis 1222.0 –reconstruction-type try –remove-stripe-method fw

WKH_1504L_1_061

1216.0

tomocupy recon_steps –file-name /data/2022-07/Stock/WKH_1504L_1_061.h5 –rotation-axis 1216.0 –reconstruction-type try –remove-stripe-method fw

WKH_1504L_1_062

1213.0

tomocupy recon_steps –file-name /data/2022-07/Stock/WKH_1504L_1_062.h5 –rotation-axis 1213.0 –reconstruction-type try –remove-stripe-method fw

WKH_1504L_1_063

1206.0

tomocupy recon_steps –file-name /data/2022-07/Stock/WKH_1504L_1_063.h5 –rotation-axis 1206.0 –reconstruction-type try –remove-stripe-method fw

WKH_1504L_1_065

1195.0

tomocupy recon_steps –file-name /data/2022-07/Stock/WKH_1504L_1_065.h5 –rotation-axis 1195.0 –reconstruction-type try –remove-stripe-method fw

WKH_1504L_1_070

1219.0

tomocupy recon_steps –file-name /data/2022-07/Stock/WKH_1504L_1_070.h5 –rotation-axis 1219.0 –reconstruction-type try –remove-stripe-method fw

romie_tibia_22U_L_071

1241.0

tomocupy recon_steps –file-name /data/2022-07/Stock/romie_tibia_22U_L_071.h5 –rotation-axis 1241.0 –reconstruction-type try –remove-stripe-method fw

thresher_T3_073

1184.5

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_073.h5 –rotation-axis 1184.5 –reconstruction-type try –remove-stripe-method fw

thresher_T3_074

1187.5

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_074.h5 –rotation-axis 1187.5 –reconstruction-type try –remove-stripe-method fw

thresher_T3_075

1203.0

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_075.h5 –rotation-axis 1203.0 –reconstruction-type try –remove-stripe-method fw

thresher_T3_076

1207.5

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_076.h5 –rotation-axis 1207.5 –reconstruction-type try –remove-stripe-method fw

thresher_T3_077

1213.0

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_077.h5 –rotation-axis 1213.0 –reconstruction-type try –remove-stripe-method fw

thresher_T3_078

1226.0

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_078.h5 –rotation-axis 1226.0 –reconstruction-type try –remove-stripe-method fw

thresher_T3_079

1228.0

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_079.h5 –rotation-axis 1228.0 –reconstruction-type try –remove-stripe-method fw

thresher_T3_080

1236.0

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_080.h5 –rotation-axis 1236.0 –reconstruction-type try –remove-stripe-method fw

thresher_T3_081

1246.5

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_081.h5 –rotation-axis 1246.5 –reconstruction-type try –remove-stripe-method fw

thresher_T3_082

1231.0

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_082.h5 –rotation-axis 1231.0 –reconstruction-type try –remove-stripe-method fw

thresher_T3_083

1234.5

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_083.h5 –rotation-axis 1234.5 –reconstruction-type try –remove-stripe-method fw

thresher_T3_084

1240.0

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_084.h5 –rotation-axis 1240.0 –reconstruction-type try –remove-stripe-method fw

thresher_T3_085

1252.5

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_085.h5 –rotation-axis 1252.5 –reconstruction-type try –remove-stripe-method fw

thresher_T3_086

1260.0

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_086.h5 –rotation-axis 1260.0 –reconstruction-type try –remove-stripe-method fw

thresher_T3_087

1271.5

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_087.h5 –rotation-axis 1271.5 –reconstruction-type try –remove-stripe-method fw

thresher_T3_088

1271.0

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_088.h5 –rotation-axis 1271.0 –reconstruction-type try –remove-stripe-method fw

thresher_T3_089

1288.5

tomocupy recon_steps –file-name /data/2022-07/Stock/thresher_T3_089.h5 –rotation-axis 1288.5 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_090

1209.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_090.h5 –rotation-axis 1209.0 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_091

1224.5

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_091.h5 –rotation-axis 1224.5 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_092

1235.5

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_092.h5 –rotation-axis 1235.5 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_093

1233.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_093.h5 –rotation-axis 1233.0 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_094

1244.5

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_094.h5 –rotation-axis 1244.5 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_095

1248.5

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_095.h5 –rotation-axis 1248.5 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_096

1258.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_096.h5 –rotation-axis 1258.0 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_097

1272.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_097.h5 –rotation-axis 1272.0 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_098

1274.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_098.h5 –rotation-axis 1274.0 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_099

1203.5

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_099.h5 –rotation-axis 1203.5 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_100

1220.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_100.h5 –rotation-axis 1220.0 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_101

1227.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_101.h5 –rotation-axis 1227.0 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_102

1229.5

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_102.h5 –rotation-axis 1229.5 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_103

1227.5

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_103.h5 –rotation-axis 1227.5 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_104

1246.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_104.h5 –rotation-axis 1246.0 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_105

1255.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_105.h5 –rotation-axis 1255.0 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_106

1270.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_106.h5 –rotation-axis 1270.0 –reconstruction-type try –remove-stripe-method fw

D365_42_44_delta2_107

1272.0

tomocupy recon_steps –file-name /data/2022-07/Stock/D365_42_44_delta2_107.h5 –rotation-axis 1272.0 –reconstruction-type try –remove-stripe-method fw

ai_00002

Dynamic (wood) sample with water.

For example:

$ tomocupy recon --file-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/E119_3_GR_01_003.h5 --rotation-axis 1948 --reconstruction-type try

The data are available at ai_00002

2023-02-Jakes

Sample

Tomolog

rotation-axis

Recon command

E119_3_GR_01_003

tomolog_ai_00002_01

1948

tomocupy recon_steps –file-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/E119_3_GR_01_003.h5 –rotation-axis 1948 –reconstruction-type try –out-path-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/Jakes_rec/E119_3_GR_01_003_rec/default/try_center

E119_3_GR_01_004

tomolog_ai_00002_02

1948.5

tomocupy recon_steps –file-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/E119_3_GR_01_004.h5 –rotation-axis 1948.5 –reconstruction-type try –out-path-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/Jakes_rec/E119_3_GR_01_004_rec/default/try_center

E119_3_GR_01_005

tomolog_ai_00002_03

1947.5

tomocupy recon_steps –file-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/E119_3_GR_01_005.h5 –rotation-axis 1947.5 –reconstruction-type try –out-path-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/Jakes_rec/E119_3_GR_01_005_rec/default/try_center

E119_3_GR_01_006

tomolog_ai_00002_04

1947.5

tomocupy recon_steps –file-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/E119_3_GR_01_006.h5 –rotation-axis 1947.5 –reconstruction-type try –out-path-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/Jakes_rec/E119_3_GR_01_006_rec/default/try_center

E119_3_GR_01_007

tomolog_ai_00002_05

1945

tomocupy recon_steps –file-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/E119_3_GR_01_007.h5 –rotation-axis 1945 –reconstruction-type try –out-path-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/Jakes_rec/E119_3_GR_01_007_rec/default/try_center

E119_3_LW_008

1625.17

tomocupy recon_steps –file-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/E119_3_LW_008.h5 –rotation-axis 1625.17 –reconstruction-type try –out-path-name /gdata/dm/2BM/2023-02/Jakes-2023-02/data/Jakes_rec/E119_3_LW_008_rec/default/try_center