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What is the purpose of this PR?
Per @ngreenwald we actually want to make this our next major patch. This is for Candace's review cycle.
Remaining issues
Some things we had to take out for Candace's review cycle (channel and pixel thresh normalization for Pixie preprocessing), we'll have to put them back after that's complete.