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ImageJ 1.x
The current, stable version is known simply as "ImageJ"—or sometimes "ImageJ1" or "IJ1" to differentiate it from ImageJ 2.x, which is still in beta.

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ImageJ 2.x
ImageJ2
ImageJ 2.0.0, referred to as "ImageJ2" or "IJ2" for short, is currently in development. It is a complete rewrite of ImageJ, but includes ImageJ1 with a compatibility layer, so that old-style plugins and macros can run the same as in IJ1.

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Fiji
Fiji
Fiji is a distribution of ImageJ (both ImageJ1 and ImageJ2!) for the life sciences. It provides a large number of additional plugins to facilitate analysis of life sciences images, particularly microscopy images.

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Or see the table of ImageJ flavors for a more complete rundown of various ImageJ-related software.