Salesforce Einstein Vision uses deep learning to identify objects in images. Train a model by labeling example photos, then integrate predictions into mobile apps to detect grocery inventory or rental-car damage.
In this video, we'll explore how you can use Salesforce Einstein to automatically categorize images to make your apps smarter. With Einstein Vision, any developer or admin can leverage deep learning to categorize or identify objects within images. For example, a grocery stocker can take a picture of a display and automatically identify and count the products to ensure the right items are on the right shelf.
Now let's take a look at how that's done. The first step is categorizing your images. Let's say you were in the rental car business and needed to determine whether a vehicle was returned with or without damage. You'd create a folder for each part of the vehicle and label each one like bumper or tail light. Next, gather examples of each part, both damaged and undamaged. You'll need actual pictures to use as examples, but don't worry, you often need less data than you think. Then Einstein automatically builds the best deep learning models for you. This can take a few minutes or hours, depending on the size of your data. For this step, you'll need to upload the data set you just created and train your model. Einstein provides all the model metrics you could possibly need for testing. Once your model has been created and trained, you can test it to make sure the prediction are correct by uploading an image that wasn't a part of your original data set for comparison. And finally, integrate your predictions into apps on any platform like iOS or Android. Here you see how Einstein Vision helped provide a detailed closing invoice based on whether or not the vehicle was damaged.
With Einstein Vision, you can now derive value from unstructured data. It's easy to build smart apps that leverage the power of deep learning with clicks or code. See what else Einstein can do for you, discover hidden insights, predict future outcomes, recommend the best action, and automate processes with Salesforce Einstein. Explore einstein vision a trailhead.
