What are the main specific applications of AI technology in enterprises?

Finding successful uses for AI in business can be difficult. The pace of innovation in academia far exceeds the speed at which companies deal with new technologies and assess their effectiveness. To get started, here's how to use AI today.

Image-related AI: Computer vision focuses on understanding images. Anything from the actual object itself to the cognitive concepts represented in the image. To identify use cases that computer vision can help, consider extracting the location of the abstract representation of the image.

Recommendation system: E-commerce websites can use convolutional neural network to culture the image of recommendation system.

User shopping behavior: Analyse customer purchases to find similarities. Do users prefer certain materials?

Visual Search: Find items similar to those selected by users.

Retail analysis: Track the area with the largest number of visits in the store.

Magic Mirror: Allows users to view themselves and cover them with products.

Object detection: Finding and tracking objects in images.

Text-related AI: A field that involves any text-related field is called Natural Language Processing (NLP).

Machine translation: One example is translation from English to French. The trick here is to consider anything in your business that can be built as a translation task. For example, the stock movement over a period of time is transformed into the stock movement into the next period.

Data extraction: If you use text to write unstructured data, NLP is already very good at extracting that data. For example, "My cat, Peter, ran into the supermarket." The current system recognizes Peter as a name and a location in a supermarket.

Text categorization: AI is very good at categorizing text sequences. Sentences like "I really like that terrible movie" will be reasonably classified as positive.

Document Summary: Although this is still not a solved problem, newer systems can extract the most relevant sentences from longer paragraphs.

Although these applications seem specific to images or text, abstract concepts can be transferred to other domains.

The future development of AI, big data, cloud computing and Internet of Things deserves our attention. They are all frontier industries. In the era of multi-intelligence, we focus on the introduction and science of AI and big data. Here are some good articles for you:

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What are the main application examples of AI in the past century?

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Author: Artificial Intelligence enthusiasts

Source: CSDN

Original: https://blog.csdn.net/zhinengxuexi/article/details/88997636

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