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Try DigiKam - it's open source and its photo management features work very well.

> Does anyone have a web or desktop alternative that supports tagging on individual and multiple photos?

DigiKam!

Fantastic feature set, but on Windows importing from USB cameras doesn't seem to work and it also isn't stable, so a deal breaker. As Picasa hasn't had any love in years, it's future demise was obvious, and my hope is that this creates a whole lot more attention for DigiKam on Windows as it seems to work well on Linux.

Thanks for the recommendation. Works well on both Windows and Linux. Problem solved!

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