Computer Vision Experiences

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Dan Benner May 1, 2025

Recap of Product

Designed for those with chronically sensitive �or reactive skin (commonly from chemical overexposure), this skincare classifier identifies a product’s primary function and recommends the optimal order for application. ��

Primary Function Classifiers: �Keratolytic (chemical exfoliant) �Humectant (water gatherer) �Emollient (moisturizers) �Occlusive (sealer)�

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Secondary Classifiers: �Barrier Repair �Antipruritic �Anti-Inflammatory �Sunscreen �Corticosteroid �Regeneration

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Feature�User can scan store shelves to identify products’ purpose. They then can compare ingredients and which products offer the highest degree of humectant coverage

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Computer Vision Identifies Product

Purpose

Start screen

Scan, callout, compare or see rating for primary purpose

Feature�Ironically, many people with chemical-allergen-produced eczema have developed that from products themselves.

An allergen profiler would be a tricky thing, but helping users track their symptoms along with new product use is a helpful and adjacent need.

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Computer Vision Tracks User’s

Progress

Start screen

Photo values like saturation, color balance, white point, time of day would make photos (and the user’s condition) seem wildly different. Part of this feature would create a color gamut standard so the overall photo color values look similar, if not exactly the same.

The user would also be cued similarly, for matching angles and camera depth.