AI-Based Facial Skin Analysis & Product Recommendation
Real-time webcam skin analysis with personalised product recommendations and seamless e-commerce checkout.
What was breaking
A skincare platform needed to give users automated, real-time skin analysis without manual consultation, and convert that into trustworthy product recommendations.
Facial Skin Analysis
A computer-vision pipeline using YOLOv8 to detect skin concerns from a webcam capture, score them and recommend matching products through the platform.
- Webcam-based facial capture across orientations
- Multi-condition detection (dark circles, pigmentation, redness, wrinkles)
- Per-issue and overall skin scoring
- Product recommendation engine
- Seamless e-commerce integration
How it works
- 01
Capture
Real-time facial image captured via webcam across lighting conditions.
- 02
Detect
YOLOv8 detects dark circles, pigmentation, redness and wrinkles.
- 03
Score
Per-issue scores and an overall skin score generated.
- 04
Recommend
Detected issues mapped to relevant skincare products.
- 05
Convert
Recommendations surface in the storefront for direct purchase.
- 01
Capture
Real-time facial image captured via webcam across lighting conditions.
- 02
Detect
YOLOv8 detects dark circles, pigmentation, redness and wrinkles.
- 03
Score
Per-issue scores and an overall skin score generated.
- 04
Recommend
Detected issues mapped to relevant skincare products.
- 05
Convert
Recommendations surface in the storefront for direct purchase.
What changed
- ✓Real-time webcam-based skin analysis
- ✓Accurate multi-condition detection
- ✓Personalised product recommendations
- ✓Seamless e-commerce integration
- ✓Scalable and extensible platform
Inside the build
Could this work for your team?
We adapt these blueprints to your domain, data and governance constraints — typically delivering a working prototype in weeks.