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Discovery in the life-sciences increasingly relies on quantitative analysis of microscopy images. The EMBL Conference: From Images to Knowledge with ImageJ & Friends (I2K) will bring together the developers and users of state-of-the-art open source solutions for biological image analysis. It will be a forum for discussing forward looking strategies for dealing with the ever increasing flood of large and content rich microscopy imagery.