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this post was submitted on 17 Apr 2026
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I've been using Frigate for years. The built in object detection (without subscription) is excellent and very near 100% accurate. Initial setup was somewhat of challenge though. It's free (donations encouraged) or a low cost subscription for more advanced detection.
It's not just more advanced detection, they will fine tune models for you if you upload images of true/false positives/negatives.
You didn't mention it can also recognize and identify wildlife, trash cans, lawnmowers, license plates, delivery truck companies, and even faces.