Case Study
Advanced AI solution for Skin Diagnostics
Detections With High Confidence and Accuracy
Increase In Accuracy Achieved Through Data Augmentation
Accuracy In Detecting Skin Moisture Content
Background
The integration of Artificial Intelligence (AI) is revolutionising the skincare and diagnostics industry, fostering personalised and efficient care. Key trends shaping the future include personalised skin treatments, real-time skin analysis, enhanced diagnostic accuracy, smart skincare devices, tele dermatology, and AI-aided product development. These innovations empower consumers with data-driven insights, improve accessibility to expert advice, differentiate market offerings, and enhance treatment outcomes. Tata Elxsi’s collaboration with a leading global electronics manufacturer has led to the development of sophisticated AI solutions for skin diagnostics, setting new benchmarks in precision and personalised skincare in the healthcare industry.
Challenge
Offering real-time skin analysis to consumers is a challenge, particularly in the fast-paced South Asian market. Traditional methods necessitated visits to dermatologists, which was time-consuming and inconvenient. The quest for a scalable, mobile-based solution that could accurately detect intricate skin details such as pores, moisture levels, spots, and wrinkles was needed.
To address these challenges, the client turned to Tata Elxsi’s expertise in AI and deep learning. The result was the development of a cutting-edge AI solution for skin diagnostics, setting a new standard in precision and convenience in the skincare industry.
Solution
Tata Elxsi developed a state-of-the-art AI solution for skin diagnostics with real-time and personalised treatment recommendations. The solution included an advanced skin diagnostics model capable of accurately identifying and analysing wrinkles, skin pores, moisture levels, and spots across various facial segments. This comprehensive model was seamlessly integrated into the client’s existing systems enabling real-time AI skin analysis and recommendations.
Key features included deep learning models for skin health, segmentation, custom image processing techniques to detect skin conditions accurately, and integration with mobile cameras to deliver instant analysis and personalised skincare advice.
Impact
The implementation of Tata Elxsi’s advanced AI solution for skin diagnostics resulted in significant business impacts for the client.
The solution enhanced accuracy in detecting skin conditions, reducing false positives, and achieving higher mAP scores.
It also increased operational efficiency by providing instant, personalised skincare recommendations, thereby boosting customer satisfaction. The adoption of this cutting-edge AI-based skin diagnostic technology gave the client a competitive edge in the beauty and healthcare sectors.
Furthermore, the scalable AI model allowed the client to broaden their market reach by adapting to various skin types and conditions, reinforcing their position in the global market.
Services rendered
Tata Elxsi
- Data Capture, Processing and Augmentation
- Model Training and Evaluation
- Optimisation and Integration of AI Models