WeChat users dialogue polar perspective CTO Huang Yuning, talk about computer vision and artificial intelligence

The following is a questioning session for netizens

Netizen zz North Korea: Now what are the directions of the CV industry's fire?

Huang Xiaoning: Everyone should know that cookie-based tracking of people's online behavior, and then extracting some information can help commercial liquidity, such as more than half of amazon is based on recommended conversion. Now that there is an interesting just-in-time need, mainly for the offline, can I use a visual way to make a cookie string, and then analyze his behavior, help the offline sales and cash out? The above piece can be done with computer vision, and personally feel that it is a very big business opportunity. But this is not a fire. To say fire, for example, various applications of face recognition are comparatively hot.

User Chole: What are the implications of AI in production supply chain applications?

Huang Xiaoning: The current situation in China is that the fertility rate is decreasing, and the aging population is serious. Young people are insufficient and labor will only become more expensive. And we are accustomed to today’s life, and it will inevitably require a lot of labor to sustain and develop. Therefore, AI will surely gradually liberate some highly repetitive and low-complexity jobs. For example, in the industry today, we have done some hanging plate identification, defective product detection, cross-border alarming in hazardous areas, and workpiece counts, all of which are applications in production, and indeed save everyone's artificial time.

Netizen Chole: Do you need to embed this into your robot? Will robot vision and computer vision be the same?

Huang Xiaoning: Can be embedded or not. This is a form. I can send the result of visual analysis back to the robot's action control to respond accordingly. It is the visual brain and the acting brain that are interconnected. In addition, many of the robots' processing power is not as powerful as the cloud. After all, how much resources the cloud needs can be applied for.

Netizen HL: Which application scenarios do you think are more attractive to you in the combination of CV and robot?

Huang Xiaoning: It is mainly security. The surveillance camera is fixed, and if there is a robot, it can take the initiative to inspect. Yesterday, from a polar perspective, it cooperated with Dajiang UAV to launch a fire inspection solution.

User kailasTT: I probably know about the polar perspective. At present, there is no hardware. Will you be involved in the "software + hardware" business model? If pure software, and Green's deep pupil's differential competition is reflected in?

Huang Xiaoning: Our strategy is to create a paas cloud platform that will not touch hardware at the moment. This will touch the interests of many of our partners. After all, one of our important goals is to help traditional hardware vendors to upgrade their industries. Green Green's pupils do more like grasping a point and doing a point solution. This way of playing, channeling, and realizing promotion, it is more difficult to find what the market is. What we do is think of the computer as the app store. We will have our own self-developed algorithm, and we will also have the developer's algorithm. There will also be other friends' algorithms that focus on solutions in the cv domain. These algorithms will be passed through the hardware camera. Distribute it and let cv generate value

Netizen Han Tianxiao: At that time, how did you read Cv in this direction?

Huang Yanning: I like computer vision from the beginning of my undergraduate course. After graduating from this piece of fire, it is a godsend gift.

Netizen HL: Can you bother giving you some experience and advice on computer vision learning?

Huang Yanning: Methodology and coding grasp. As the saying goes, reading a thousand times, its righteousness comes from now, and it is also true in CV.

User Jason: I am a Ph.D. student in accounting. The current research direction is the incremental value study of accounting text information. It is very lonely for a person to explore an unknown direction. I don't know how you managed to overcome difficulties and made great research results. Because of the interdisciplinary nature, I must have a good understanding of accounting finance and natural language. Sometimes I feel that doing papers is much slower than others. Can you give suggestions?

Huang Xiaoning: Reading Bo was originally a process of exploring the boundaries of the world. Loneliness is inevitable, but loneliness is your wealth. Have you seen anyone running? One important lesson the coach will teach is not to follow the footsteps of others. You have your speed, others may be fast, but you accumulate at this moment. One lesson in Ted is that it is not your emotions that affect you, but the attitude you face in this mood. Don't worry, come slowly.