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Download install_FIJI_w_download.sh into a folder in your nemo space to which you want to install FIJI
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Open up an OnDemand Desktop. For instructions on how to do this, see this documentation.
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Open up a terminal in OnDemand (right click anywhere on the screen and open up xterm)
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Navigate to the folder on Nemo in which you put install_FIJI_w_download.sh
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Run ./install_FIJI_w_download.sh -- This will install the program, and create a new run script in your top level home directory
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Start a new xterm (or type in cd $HOME)
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type in ./Run_Fiji.sh
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At anypoint you want to run FIJI, you can run the script ./Run_Fiji.sh from your home directory (the first directory that opens when you start xterm)