Hey PRoduct hunt — I'm Chris countRx exists by accident. I was building PillScanner.app, a harm reduction app that uses computer vision to identify ecstasy pills. While training the model, I noticed it had gotten really good at segmenting pharmaceutical pills too. Around the same time I learned that pharmacies and vet clinics still count pills by hand hundreds of times a day — and the only alternatives are $6K+ machines. So I pointed the model at a pill tray and it just worked. YOLO segmentation, runs on-device, no cloud uploads. The hard part was edge cases: overlapping pills, tray hinges triggering false positives, bad fluorescent lighting in actual pharmacies. Currently at 98%+ accuracy. Vet clinics turned out to be the sweet spot, they dispense in-house, face DEA audit requirements for exact counts, and can't justify enterprise hardware pricing. Would love to hear from anyone in pharmacy, vet med, or computer vision.

countRx

Count Any Pill Instantly, accuracy of a $6000 prof counter

Count Any Pill Instantly, accuracy of a $6000 prof counter