Auto-sorting trail cam photos by species — looking for testers

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Feb 4, 2026
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I'm a college student building a tool that uses computer vision to auto-classify trail cam photos — separates species (deer, elk, bear, coyote, turkey, empty frames), pulls activity timestamps, and generates a summary report.


I know a lot of you are running 10-20+ cameras across big country and pulling thousands of photos per card. The idea is to cut the sorting time down to minutes instead of hours.


Still in the testing phase and I need real-world data to stress-test accuracy across different camera models, lighting conditions, and species. If anyone's willing to share an SD card dump (old seasons are fine), I'll run it through and send back sorted results plus a report showing species counts and activity windows.


No cost, no catch. Just trying to build something that actually works before I pretend it's finished.


DM me or drop a comment if you're interested. Happy to answer questions about the technical side.
 
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