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Computer Vision on AWS
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One example CV use case is automating a facial identification workflow. Manually verifying a person’s identity is a process that is time-consuming, inaccurate, and difficult to scale. Using biometrics and CV algorithms for identity verification can reduce friction during the customer onboarding process and lead to a better customer experience. Another application of CV is in fraud detection. Identifying anomalies in data helps catch and prevent fraudulent transactions. However, there are additional risks involved in automating facial recognition and fraud prevention workflows. Biased datasets could lead to models making predictions based on gender, income, ethnicity, age, and other discriminatory characteristics. To help mitigate these added risks and promote algorithmic fairness, it is important to have an ethical AI governance model that continuously reinforces transparency and the decision-making processes of AI systems.