Li Feifei: Vision will become the "killer application" of artificial intelligence

(Original title: Google Li Feifei: Vision will become the killer app for AI)

In the panel discussion on the final day of Google I/O developer conference, Li Feifei, chief scientist of Google artificial intelligence and machine learning, pointed out that artificial intelligence is "the driving force of the fourth industrial revolution." She added that artificial intelligence "may change the way people live, work and communicate."

Li Feifei believes that scientists and technicians have only just begun to realize the great influence of AI. As technology matures, vision will become a "killer application."

“Vision is likely to be the driving force behind the Cambrian explosion that lasted 540 million years ago. In a relatively short period of time, it gave rise to a variety of life forms. When animals first developed a visual system, their lives had Activity... The evolutionary process of life has changed... After hundreds of millions of years, humans have become the most intelligent visual animals, and half of the human brain is responsible for the processing of visual signals."

In addition, the large scale of visual data in the current world also fully proves its importance. It is estimated that more than 80% of cyberspace is in the form of pixels. According to Lei Feng network (public number: Lei Feng network) understanding, Google cloud platform customers are also constantly seeking for video processing and analysis capabilities.

Li Feifei emphasized that computer vision is one of the most important elements of machine intelligence and business transformation.

Over the past decade, humans have made significant progress in the area of ​​basic perception such as object recognition and image annotation. Li Feifei called the next stage the "Vision + X" era. In other words, corporate change is based on the combination of computer vision and other areas of machine learning. For example, vision plays a fundamental role in communication, creating opportunities for a combination of visual and linguistic abilities to make video indexing possible.

In addition, Li Feifei also said that computer vision has great potential in the field of biological sciences and robotics.

Lei Fengnet previously reported that Google demonstrated its latest progress in computer vision at the I / O conference. Computer vision is of great significance for Google to promote its AI-first strategy. According to Google, starting from Google Assistant and Google Photos, it will gradually apply computer vision to various products.

Li Feifei believes that due to the maturity of machine learning tools, the continuous development of hardware under Moore's Law, and the emergence of big data, these three factors have merged into each other, and artificial intelligence has ushered in a turning point.

This is a historic moment for AI, but it is just a beginning. She said: "The tools and technologies we currently develop are just the first few drops of AI's vast ocean applications."

Daphne Koller, chief computation officer at Calico Labs (founded by Google), pointed out that big data is not as ubiquitous as everyone thinks.

“We may think that big data can solve all problems. But in fact, although big data plays an important role in some industries, we still have only medium- or small-scale data in other industries,” she said at the forum. .

With this in mind, Daphne Kohler pointed out that we still need human intuition to judge the data we are getting.

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