First, the employment direction
1, search direction
Search is an important application field of artificial intelligence. At present, artificial intelligence products, such as Tiny Tiny, Little Love Classmate and Tmall Elf, are all based on intelligent search and voice search. In addition, image search has been basically realized, and the accuracy rate can reach over 90%, such as Baidu's image reading and homework help's search. Video search is also the direction of further research in search field.
2. Computer vision and pattern recognition direction
This direction is defined from the technical level, and its application fields include: intelligent office, intelligent transportation, smart city and so on. The performance layer of technology includes fingerprint recognition, iris recognition (such as password lock in film and television drama), license plate recognition (illegal judgment and electronic processing in traffic system) and so on.
3. Medical image processing
Many medical equipment and instruments will involve image processing and imaging technology, and Siemens, Philips and other enterprises will have special artificial intelligence research and development departments.
4. Unmanned driving field
Unmanned driving is a hot topic in China in recent years, and it is also one of the key application fields of artificial intelligence. Some car brands have been applied in the field of driverless driving and really got the qualification to go on the road. However, because the current artificial intelligence technology can't support real unmanned driving, after the accident of unmanned vehicle, the unmanned application has now returned to the laboratory.
Second, the employment prospects
The employment market prospect of artificial intelligence major is very broad. With the rapid development and wide application of artificial intelligence technology, the demand for artificial intelligence professionals is increasing.
Whether it is artificial intelligence algorithm engineer, machine learning engineer, data scientist or natural language processing engineer, they are all faced with high salary and high demand. According to statistics, employment opportunities in the field of artificial intelligence will continue to grow, and it is expected that more jobs will appear in the next few years.
Technical development trend
1, deep learning and neural network
Deep learning is one of the core driving forces of artificial intelligence technology. By simulating the working mode of human brain through neural network, large-scale data such as images, voices and texts can be processed and analyzed efficiently. The development of deep learning and neural network technology will bring more applications and innovations to artificial intelligence.
2. Computer vision and image recognition
Computer vision is an important research direction in the field of artificial intelligence, and its application scope covers many fields such as face recognition, target detection, image segmentation and so on. With the continuous progress of computer vision technology, the application of artificial intelligence in image recognition and visual perception will continue to expand.
3. Natural Language Processing and Intelligent Dialogue System
Natural language processing is a combination of artificial intelligence and linguistics. By understanding and processing language texts, machines can communicate and talk with humans. The development of intelligent dialogue system will promote the application of artificial intelligence in intelligent assistant, intelligent customer service and other fields.