Our vision

The Skin Change Initiative is the world’s first open science hub for longitudinal skin and hair imaging. Instead of isolated snapshots, we collect standardized images over time — creating a dataset that reflects real journeys of change. Each milestone unlocks AI tools for participants, supporting open science and innovation.

🚀 Project Phases

  • Phase 1 (Now): Create the first high-quality open science scalp imaging dataset. Once we reach 100 participants, contributors will unlock access to a computer vision tool to visualize their own hair changes. This work is being developed as part of the CSCI E-25 Computer Vision course at Harvard Extension School taught by Stephen Elston
  • Phase 2: Expand the dataset and launch the first AI-powered analysis tools, giving participants meaningful feedback while supporting open research in hair science.
  • Phase 3 (Future): Build a secure platform where users can track changes, hair clinics and researchers can collaborate, and the models continuously improve as the dataset grows. User will gain access to tailored AI-powered Automated newsletters, literature reviews and treatment option explainers, as well as research opportunity matching. This work will be developed as part of the CSCI E-115 Advanced Practical Data Science course at Harvard Extension School, taught by Pavlos Protopapas.

By contributing, you are helping to build the first open science dataset of its kind — and gaining early access to the tools that will grow from it.

Why Participate?

🧪

Understand your routine — scientifically Coming Soon

Get AI insights on how your skincare routine is working compared to dataset trends.

🔒 Unlocks at 100 participants

💄

Makeup fit & balance Coming Soon

Receive feedback on makeup symmetry and balance — powered by data, not filters.

🔒 Unlocks at 200 participants

See real changes over time Coming Soon

Visualize how your skin evolves — without Photoshop tricks.

🔒 Unlocks at 500 participants

🌍

Support research & open science

Contribute to the world’s first longitudinal dermatology dataset and help researchers unlock new discoveries.

✅ Available today

How It Works?

📸

Make your first contribution

Upload your standardized photo to start your journey.

📰

Subscribe to our newsletter

Receive the latest breakthroughs and tips about your condition.

🤖

Unlock AI tools

Get notified when dataset milestones unlock Phase 2 AI tools.