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sift:tutorials:tutorial_files [2024/06/19 13:55] – created sgrangersift:tutorials:tutorial_files [2024/10/18 22:21] (current) – Brought up to date with all Sift tutorials. wikisysop
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 +===== Tutorial Files =====
 +
 Sift's tutorials use real data sets wherever possible in order to demonstrate realistic scenarios and avoid overly simplistic examples. Sift's tutorials use real data sets wherever possible in order to demonstrate realistic scenarios and avoid overly simplistic examples.
  
-===== Contents =====+==== Getting Started ====
  
 +=== Load and View Data ===
  
 +This tutorial can be completed with any [[Visual3D:Documentation:Definitions:File_Formats:CMZ_Format_|CMZ]] file. You can use a data set from a Visual3D Workshop at a recent ASB meeting. [[https://www.has-motion.com/download/examples/V3D_Workshop.zip|Visual3D Workshop @ ASB]].
  
-  * [[#Load_and_View_Data|1 Load and View Data]] +=== Clean your Data ===
-  * [[#Clean_your_Data|2 Clean your Data]] +
-  * [[#Perform_Principal_Component_Analysis|3 Perform Principal Component Analysis]] +
-  * [[#Export_Results|4 Export Results]] +
-  * [[#Treadmill_Walking_in_Healthy_Individuals|5 Treadmill Walking in Healthy Individuals]]+
  
 +This tutorial uses overground walking data from four subjects. The subjects walked at three different speeds; slow, normal and fast. [[https://www.has-motion.com/download/examples/FourSubjectsWalkingData.zip|Four Subjects Walking Data Set]].
  
-===== Load and View Data =====+=== Perform Principal Component Analysis ===
  
-This tutorial can be completed with any [[Visual3D:Documentation:Definitions:File_Formats:CMZ_Format_|CMZ]] fileYou can use a data set from a Visual3D Workshop at a recent ASB meeting. [[[https://www.has-motion.com/download/examples/V3D_Workshop.zip|V3D Workshop @ ASB]]].+This tutorial uses overground walking data from roughly 100 subjects divided into two conditionsnormal control and osteoarthritis (moderate to severe)This data set can be found in the Demo folder of your Sift installation.
  
-===== Clean your Data =====+=== Export Results ===
  
-This tutorial uses overground walking data from four subjects. The subjects walked at three different speeds; slow, normal and fast. [[[https://www.has-motion.com/download/examples/FourSubjectsWalkingData.zip|Four Subjects Walking Data Set]]].+This tutorial uses the same overground walking data set as the [[#Clean_Data|Clean your Data]] tutorial. [[https://www.has-motion.com/download/examples/FourSubjectsWalkingData.zip|Four Subjects Walking Data Set]].
  
-===== Perform Principal Component Analysis =====+It also uses predefined queries that have been saved in a .q3d file. [[https://www.has-motion.com/download/examples/AnkleAngles.q3d|AnkleAngles.q3d]]. 
 + 
 +==== Principal Component Analysis ==== 
 + 
 +=== Perform Principal Component Analysis ===
  
 This tutorial uses overground walking data from roughly 100 subjects divided into two conditions: normal control and osteoarthritis (moderate to severe). This data set can be found in the Demo folder of your Sift installation. This tutorial uses overground walking data from roughly 100 subjects divided into two conditions: normal control and osteoarthritis (moderate to severe). This data set can be found in the Demo folder of your Sift installation.
  
-===== Export Results =====+=== Run K-Means === 
 + 
 +This tutorial also uses overground walking data from roughly 100 subjects divided into two conditions: normal control and osteoarthritis (moderate to severe). This data set can be found in the Demo folder of your Sift installation. 
 + 
 +=== Outlier Detection with PCA === 
 + 
 +This tutorial uses a data set from a Visual3D Workshop at a recent ASB meeting. [[https://www.has-motion.com/download/examples/V3D_Workshop.zip|Visual3D Workshop @ ASB]]. 
 + 
 +==== Open Source Datasets ==== 
 + 
 +These tutorials demonstrate how Sift can be used to explore and analyse different publicly available datasets. 
 + 
 +=== Treadmill Walking in Healthy Individuals === 
 + 
 +This tutorial explores Fukuchi et al.'s public data set of marker-based motion capture to describe [[https://peerj.com/articles/4640/|healthy individuals walking overground and on a treadmill]].
  
-This tutorial uses the same overground walking data set as the [[#Clean_Data|Clean your Data]] tutorial. [[[https://www.has-motion.com/download/examples/FourSubjectsWalkingData.zip|Four Subjects Walking Data Set]]].+The data set is available through Figshare: [[https://figshare.com/articles/dataset/A_public_data_set_of_overground_and_treadmill_walking_kinematics_and_kinetics_of_healthy_individuals/5722711|Data Set]].
  
-It also uses predefined queries that have been saved in a .q3d file. [[[https://www.has-motion.com/download/examples/AnkleAngles.q3d|AnkleAngles.q3d]]].+Supporting files are provided to simplify some of the tutorial's steps: [[https://www.has-motion.com/download/examples/Inspect3D/I3D_Tutorial_Treadmill_Walking.zip|Supporting Files]].
  
-===== Treadmill Walking in Healthy Individuals =====+=== OpenBiomechanics Project ===
  
-This tutorial explores Fukuchi et al.'"gold standard" public data set of marker-based motion capture to describe [[https://peerj.com/articles/4640/|healthy individuals walking overground and on a treadmill]].+The Build CMZs Files, Analysis of Baseball Hitters at Different Levels of Competition, and Analysis of Shoulder Angular Velocity between Elite Level and Average Collegiate Pitchers using Sift tutorials all use motion capture data from Driveline Baseball'OpenBiomechanics data set.
  
-The dataset is available through Figshare[[[https://figshare.com/articles/dataset/A_public_data_set_of_overground_and_treadmill_walking_kinematics_and_kinetics_of_healthy_individuals/5722711|Data Set]]].+The data set is available through Github: [[https://github.com/drivelineresearch/openbiomechanics|Data Set]].
  
-Supporting files are provided to simplify some of the tutorial's steps[[[https://www.has-motion.com/download/examples/Inspect3D/I3D_Tutorial_Treadmill_Walking.zip|Supporting Files]]].+Driveline Baseball also provides a website describing the complete OpenBiomechanics data set: [[https://www.openbiomechanics.org/|Website]].
  
 +Supporting files to simplify each tutorial are also available:
  
 +  - Build CMZ Files: [[https://www.has-motion.com/download/Katie/Driveline_CMotionFiles.zip|Supporting Files]].
 +  - Analysis of Baseball Hitters: [[https://www.has-motion.com/download/Katie/Driveline_CMotionFiles.zip|Supporting Files]].
 +  - Analysis of Shoulder Angular Velocity: [[https://has-motion.com/download/baseball%20pitching%20tutorial.zip|Supporting Files]].
  
sift/tutorials/tutorial_files.1718805326.txt.gz · Last modified: 2024/06/19 13:55 by sgranger