HealthPulse AI Leverages MediaPipe to Increase Health Equity- Google Developers Blog

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This post details how HealthPulse AI, a digital health non-profit, leverages MediaPipe to improve the accuracy and accessibility of rapid diagnostic tests (RDTs) for diseases like HIV, COVID-19, and malaria. It highlights the use of MediaPipe's platform-agnostic, efficient inference engine to run computer vision and machine learning algorithms locally on low-end smartphones, addressing challenges of unreliable internet connectivity and diverse mobile platforms. The HealthPulse AI pipeline uses MediaPipe calculators for image quality assurance (IQA) and RDT classification, enabling real-time feedback to users to retake photos if quality is insufficient. This contributes to increased health equity by democratizing access to timely, quality care in underserved communities.