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SAVI transforms global surgical instrument tracking with Google Cloud

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Powered by Vertex AI (Google Cloud’s platform for accelerating development and deployment of machine learning models into production), SAVI (Semi Automated Vision Inspection)1 is transforming surgical instrument identification and cataloging, leading to fewer canceled surgeries and easing pressure on surgery waitlists.  Max Kelsen, an analytics and software agency that specializes in machine learning, has worked …

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How to optimize training performance with the TensorFlow Profiler on Vertex AI

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Training ML models can be computationally expensive. If you’re training models on large datasets, you might be used to model training taking hours, or days, or even weeks. But it’s not just a large volume of data that can increase training time. Nonoptimal implementations such as an inefficient input pipeline or low GPU usage can …

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