From the course: Leveraging Cloud-Based Machine Learning on Google Cloud Platform: Real World Applications

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Vision AI deployment

Vision AI deployment

- [Instructor] So within our demo you also see the deployment of the Vision model that we create. In this case it's going to be classifying images. That's pretty much the function of Vision. So training data is created and where you get the training data really depends. It can be generated directly from some sort of images that are automated as part of the sales cycle, such as consumption of inventory into the warehouse, or it can be patterns of information, such as scanning documents. We're going to create the model, which really defines how we're going to evaluate the images and how they're going to be thought of as we move things forward. Keep in mind that the images need, in this case, to be labeled and that it can't really discern what the images are until we train it using this labeling mechanism. So in other words, each image needs to have a corresponding label in order for the model to be trained as to what the…

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