Artificial intelligence (AI) is a technology developed by simulating, extending and extending human intelligence, including computer vision, natural language processing, expert systems and other technologies, as well as a new generation of technologies in the fields of machine learning, knowledge representation and reasoning. There are many application scenarios of AI, and here are a few representative scenarios, from which we can see what impact AI may bring to us in the future.
- machine translation
Machine translation is the process of translating text from one language into a target language in another language. Machine translation is an important branch of artificial intelligence, which is the process of using computer technology to convert one natural language text into another natural language text. Machine translation is very common in everyday life. For example, we often see different machine translation systems such as Chinese and English, Chinese and Japanese, Chinese and Korean, and with the development of science and technology, machine translation will continue to upgrade. On top of that, machine translation can help people save time and money at some point.
- Image recognition
Image recognition, that is, the computer uses related technology to extract information from the image and identify it, which can usually be understood as the computer through the processing and analysis of image data, so as to predict and infer the data, and finally complete the relevant tasks.
Image recognition is one of the important application fields of artificial intelligence technology, mainly including object recognition, face recognition, license plate recognition, object detection and tracking.
- Face recognition
Face recognition technology is an important branch in the field of computer vision, which is a biometric recognition technology that uses computers to analyze and recognize input face images and then determine their identity. It uses the relevant information of the face image to detect, track and identify the position and motion state of the face, and then identify according to the pre-defined relevant face feature values.
Face recognition technology can collect and analyze human facial features, and can accurately extract and recognize facial features without any auxiliary equipment and special training.
- Speech recognition
Speech recognition refers to the technology in which computers can understand and generate human speech. Voice recognition is one of the earliest and most important applications in artificial intelligence, and has a wide range of applications in smart homes, smart vehicles, intelligent voice assistants and other fields. Due to the high complexity of speech recognition, it usually needs to be combined with deep learning algorithms, so it has high requirements for data volume and computing resources. At present, the main application scenarios of voice recognition include smart home, smart vehicle, intelligent customer service, etc. In the future, with the continuous development of artificial intelligence technology, the application of speech recognition in various fields will become more and more extensive.
- Autonomous driving
Self-driving cars are one of the important applications of AI technology in the field of transportation, self-driving cars free people from car driving, people can focus on other things, improve work efficiency, and bring more value to society. Autonomous driving technology will initially develop in the next few years, and more and more vehicles may be equipped with autonomous driving functions in the future, and self-driving cars will gradually replace human drivers. At the same time, in the process of gradually improving autonomous driving technology, the supporting transportation system will also be gradually improved, so as to improve the operational efficiency of the entire society.