Before the development of deep learning, some projects were basically based on the traditional vision algorithm opencv, which we call traditional vision algorithms. Now that the large model is developed, it seems that classification, detection and segmentation based on deep learning can also be called traditional vision projects. With the increase of evaluation projects and contact empowerment projects, I feel that it is better to integrate software and hardware to make solutions based on basic deep learning algorithms in the industry, and pay more attention to hardware, cameras and boxes. Sometimes the algorithm side is Focus on how to perform closed-loop and training within limited data. Data augmentation or data crawling is sometimes more difficult. Of course, there are also many algorithmic problems. For example, it is very difficult to identify children aged seven, eight or nine. . To understand the categories of algorithms, it is generally said that the collection of hardware and algorithm packages is a direction that empowers the industry or goes to the business side. Compared with large factories that only focus on specific fields or one direction, there is indeed a big difference. For example, the project of empowering the industry to make a bright kitchen and a bright stove requires the form of bundling algorithm packages and hardware, and a set of two to three hundred thousand is reasonable. Next, I searched for some companies and corresponding technical solutions. In the future, I need to understand the corresponding algorithm solutions by category. Secondly, I need to prepare a set of general algorithm solutions, such as pedestrian recognition, car recognition, and open source things. The controllability is still not high. , at least as an algorithm in the basic scheme, it must be controllable.
1. Megvii
2. Extreme View Technology
Building real estate, smart energy, drone inspection, smart industry, smart transportation, smart gas station, smart urban management, smart kitchen, smart park, smart logistics, smart water
Aurora Box:
16 video streams (RTSP), huawei atlas 200,
3. Huoyan Intelligence
.