glowmatch

Layout

glowmatch/
├── README.md
├── DEVLOG.md
├── frontend/        # Next.js app (later)
├── backend/         # FastAPI (later)
│   ├── detection/   # MediaPipe + Monk classifier
│   └── api/         # routes
└── data/            # shade datasets, sample images

GlowMatch

GlowMatch is an AI-powered makeup shade recommender that detects your skin tone from a photo and matches you to real foundation shades.

Upload a photo → GlowMatch uses MediaPipe face mesh to isolate skin regions, classifies your tone using the Monk Skin Tone scale, and returns personalized foundation matches with a Claude-powered recommendation explaining why each shade works for you.

Stack

• Frontend: Next.js
• Backend: FastAPI
• CV: MediaPipe + Monk Skin Tone classifier (HuggingFace)
• AI: Claude API (text)
• Deploy: Vercel + Render