Omy Laboratories develops and markets skincare products that are responsible, healthy, and personalized. Using advanced diagnostics, including photo analysis powered by artificial intelligence (AI), Omy simplifies the decision-making process for selecting products from the market and offers formulations that address multiple skin issues simultaneously, providing ultra-personalized products.
Omy wanted to optimize photo capture and leverage data by combining multiple sources to create predictive skin quality and health solutions.
Creating a system to enhance photo quality presented several challenges. Developing a lightweight model for “client-side” use was necessary due to the need for real-time detection. To minimize user wait times for capturing a photo of sufficient quality, various thresholds and calculations were tested to balance photo quality with user experience, requiring constant experimentation and adjustments to ensure optimal performance.
Advanced facial recognition models led to a 23% improvement in the overall performance of skin assessments.
The labelled database improved diagnostic reliability by delivering more relevant and personalized recommendations.
Implementing an intelligent photo validation system enhanced image quality, leading to an improved user experience.
Omy engaged Videns Analytics to develop a precise skin analysis tool through image processing to assess the evolution of fine lines, redness, pores, and blemishes.
To ensure the solution delivered high-quality results, a labelling phase was performed on a new dataset of photos.
Additionally, photo quality validation was integrated into the deployed platform, optimizing photo capture and ensuring good image quality for analysis. The system can recommend or adjust certain parameters during photo captures, such as lighting, angle, face centering, and distance from the camera. Facial recognition is incorporated into the skin analysis via the image to confirm that a human face is being analyzed and that there is no noise in the image.
Ultimately, recommendations regarding the current skincare products used are provided, allowing Omy to showcase its extensive range of products.