Application of artificial intelligence in the gaming industry

Speaking of artificial intelligence, I believe everyone is familiar with this concept. With the rapid development of artificial intelligence, artificial intelligence has gradually been applied to all aspects of life: AlphaGo defeated Lee Sedol, image beautification, one-click face-changing in live broadcasts, etc. . At the same time, artificial intelligence also has many applications in games and plays a very important role in the game field.

So, how is artificial intelligence used in game development? What can it bring to the gaming industry?

1. Synthetic speech

Recording sound is a major area in game development that requires a lot of time and energy. Game developers must audition voice actors, record scenes and process the audio. Some game developers even spend a lot of time adding voice acting in multiple languages.

For indie developers, adding dialogue to a game at scale isn't an easy choice. Fortunately, with artificial intelligence technology, it is now possible to simply enter the text you want to synthesize the sound you want.

2, Content review

Since players can upload their own pictures to their personal space in the game, we need to These pictures undergo content review, and the review categories include: pornographic image detection, advertising detection, political figure identification, and violence and terrorism identification. It involves image classification, face detection and comparison, OCR, NLP and other technologies. At present, the review platform has reviewed millions of pictures for NetEase every day.

3. Facial animation

Real-time facial animation mainly realizes a person making expressions facing the RGB camera , causing the corresponding character model in the game to make the same expression in real time. The first difficulty with this technology is that we do not have depth information of the image, and the other difficulty is that it must be real-time on the mobile terminal. Currently based on Blendshape and skeleton, we have relatively good real-time facial animation effects.

4, Market research

For game manufacturers, real and effective market data is particularly important, which is related to game companies Whether it can improve product competitiveness.

Through the AI ​​robot voice outbound call system, rapid product market research, customer return visits, and real-time recording functions can be realized, which can be reviewed by marketing department staff. The AI ​​robot can record customer feedback on the product. Issues (game interface design, game skills, overall graphics, game experience, etc.).

Technical developers can improve and upgrade games based on these real and effective data, and improve the market competitiveness of game products.

There is no doubt that artificial intelligence brings more convenience and more diverse gameplay to game development. At the same time, the quality of artificial intelligence application in a game will also directly affect the reliability of the game. Playfulness. How to add more and more novel artificial intelligence technologies to the existing technical level is also a topic worthy of discussion in future game development. In the future, artificial intelligence will have more and more powerful applications in games and more fields.

The above is the detailed content of Application of artificial intelligence in the gaming industry. For more information, please follow other related articles on the PHP Chinese website!