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Pill Organizer Photo Checker

Snap the weekly pill box and check each compartment against the prescription.

Intermediate16h1–2 people16/20 fit
TL;DR

Build Pill Organizer Photo Checker for caregivers and elderly patients in ~16h with 1–2 people. Stack: YOLO + Python + Next.js.

Why it wins: Concrete computer vision with safety value.

Build flow

01 · Problem
Pill box filling mistakes are common and risky.
02 · Solution
Detect compartments, count pills by colour and shape and compare with a list entered from the prescription, flagging mismatches for a human to verify.
03 · Build
  1. 1Collect sample photos
  2. 2Train or prompt detection
  3. 3Compare with list
  4. 4Show flags
04 · Demo
Photograph a box with one wrong compartment and show the flag.

MVP checklist

  • Compartment detection
  • Pill counting
  • Mismatch flags
  • Weekly log

Tech stack

TechRole
YOLOObject detection
PythonBackend / scripting
Next.jsFrontend + API routes

Reference repos

Open-source projects you can build on. Links checked 2026-10-31.

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