Object Detection is the process of not only identifying and locating the SKU in an image. But what happens when there are multiple SKUs in an image? Then, a different set of techniques, known as object detection, is used. Here, the Image Recognition algorithm classifies the image by predicting its class label. The output of the Image Recognition software for the above image will be - Nescafe Classic Jar 200g. The software, when trained on all the SKUs present in the store, can predict the SKU shown by the user as one among all the SKUs.Īn example SKU image is shown below which needs to be identified automatically by the camera.
The user displays an SKU in front of a camera that is powered by an Image Recognition software. Image Recognition is the process of analyzing an input image and predicting its category (also called as a class label) from a set of categories.įor instance, consider an automatic store checkout scenario. Image Recognition (also called Image Classification) While Image Recognition and Object Detection are used interchangeably, these are two different techniques. Recent advancements in artificial intelligence and machine learning have hugely contributed to the growth of Image Recognition and Object Detection in retail.
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