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Showing posts from October, 2019

Feedback Loops: Optimizing Image Classifiers in 3 Steps

Salesforce Einstein Vision gives you a set of powerful API's that can be used to bring image recognition capabilities into your CRM application.  Image recognition can be used for Visual search, Brand detection, Product identification and many more. With Salesforce Einstein Vision, you can leverage pre-trained image classifiers, or train your own custom classifiers to solve a vast array of image-recognition use cases, empowering end users across sales, service, and marketing to be smarter and more predictive. What is Feedback loop? A feedback loop refers to the process by which an AI model’s predicted outputs are reused to train new versions of the model. Salesforce Einstein Vision Platform provides set of powerful APIs for  adding feedback loop which improves the image classifier's prediction capabilities by using the model's misclassified images to train new versions of the model. Why we need Feedback loop? In today's world every industry uses feedback loo