imagic - AI photo culling + RAW editing you own for $10, not rent
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imagic culls big shoots with AI (scores sharpness, exposure & detail, flags duplicates) AND does your batch RAW edits + export - in one desktop app that runs 100% locally. The twist: it's a one-time $10, not a subscription. Aftershoot & FilterPixel are monthly, Lightroom is monthly; imagic you buy once and own. Free 7-day trial, no card. Windows, macOS, Linux.

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Does the AI culling actually learn from your accept/reject choices over time, or is it purely rule-based on sharpness and exposure metrics?
@grkem86fq Good question, and it's a bit of both. Out of the box, every frame gets a score from sharpness, exposure, detail, noise, composition, faces and whether the subject is actually in focus, and the card shows you each of those so you can see why it made the call.
On top of that it does learn from you. Every time you flip one of its keep/trash decisions, that correction is saved locally, and once there are a few of them it re-weights those factors and shifts the keep/trash cut-offs toward what you actually keep. Say you keep a lot of slightly soft frames: sharpness stops dragging them into the trash. It keeps a separate profile for people and for action/sports, since the rules differ, and the duplicates view learns which frame of a burst you tend to pick. It all lives on your machine, nothing is uploaded.
It's a gentle, capped adjustment rather than retraining a neural network, so a handful of odd clicks can't wreck it, and it kicks in on your next analysis or re-cut.
Luke