Visual recognition with IBM Watson refers to a unique process for analyzing various kinds of images. It is worthwhile to note that the IBM Watson Visual Recognition service has been particularly developed for this purpose. This service utilizes deep learning algorithms for the analysis of images for faces, objects, scenes, and lots more. Generally, the response will contain essential keywords that will offer more information about the specific content you want to analyze.
It is worthwhile to understand that visual recognition with IBM Watson is a relatively new service. However, it is bound to bring so many changes into the digital world in the nearest future.
The IBM Watson Visual Recognition service comes with certain built-in models. To use these models, you don’t need to undergo any special or time-consuming training. All you have to do is to enter the right keywords, and you will get highly accurate results for your requests.
The built-in models of IBM Watson Visual Recognition service include:
- General model – this model features a service that caters to the needs of thousands of classes. While it is good for most businesses, the general model may not be able to take care of your specific needs.
- Explicit model – this is for analyzing any picture that is not appropriate for general use.
- Food model – as the name rightly suggests, this particular model is targeted at analyzing images of different kinds of food items.
However, if you don’t want to use any of the default models above, you can also go for custom models. With the custom models, you need to train to learn how they work. They are recommended for specialized classes.
Use cases of visual recognition with IBM Watson
The IBM Watson Visual Recognition service has a wide range of use cases. In other words, it can be utilized for an array of industries and applications. A few examples of how Visual Recognition with IBM Watson are explained below:
Here, it can be utilized for checking out visual deterioration or compliance in planes, trucks, windmills, and lots more. it also allows you to train custom models to determine how to detect defects in the objects.
Design different image-based applications that can help to teach people about taxonomies (the technique for classification of different items).
Pick images from a manufacturing environment and use them to ensure the proper positioning of products on an assembly line.
If you are looking for a restaurant that serves a particular food, you can utilize a picture of a plated dish. This can also be used to find reviews of such food. Another application includes using a travel photo to search for vacation suggestions that resemble the experiences in the photo.
Do you want to know more about the buzz about your business on different social media platforms? If yes, pick your logo or some of the images from your product line and use them to keep track of what clients are saying about your company.
If you are looking for stores that have a particular outfit on sale or in stock, you can just copy a photo of such an outfit and use Visual Recognition for it. Otherwise, copy a travel image to search for the right retail suggestions in that specific sector.
Are you interested in processing claims as quickly as possible? If yes, utilize images for classification into various categories.
It is noteworthy that there are several other applications of Visual Recognition with IBM Watson. If you want to know more about the application of this technology or how it can take your business to the next level, you can see the examples from Vivid Visuals.
Basic features of the IBM Watson Visual Recognition service
Before using Visual Recognition of IBM Watson, here are its features that you should know of:
- Creation of your classifiers
With the aid of the IBM Watson Visual Recognition, each user can utilize their image collections to design and train custom image classifiers.
- Virtual classification of any visual content
Visual classification of IBM Watson service has a perfect understanding of the contents of different pictures. Therefore, it can evaluate images to detect food, colors, scenes, faces, objects, and other things that can provide more details about your visual content.
As shown above, Visual Recognition with IBM Watson can be used in different sectors/industries. So, regardless of your industry, you can take advantage of this service to improve your product or service.
In conclusion, Visual Recognition with IBM Watson is a powerful service that can help various businesses and individuals to deal with a wide range of issues. This service doesn’t only assist you to understand the needs of your clients, but it can also take your business to the next level.#Highlights-home#News-DS