River intelligent monitoring system
In recent years, with the advancement of science and technology, "Internet +" has been implemented from time to time, and more and more fields have begun to enter the digital transformation. The water conservancy industry is an information-intensive industry, especially in the rivers and rivers in cities, there are problems of wide reach, complex surrounding environment, and high difficulty in inspection. Through traditional means, whether it is human inspection or monitoring, it will be affected by the quality of personnel and spiritual factors, which will inevitably lead to flaws or mistakes, and it is difficult to achieve effective control at low cost. After the arrival of cloud computing, people began to try to solve the inspection needs through AI recognition through cloud technology, and in theory, it was found that cloud computing also has some advantages in dealing with video surveillance. For example, dealing with delays, high traffic costs, and low-value videos waste computing resources, resulting in unsatisfactory landing effects, still need to rely on labor, and even become a management burden. It can be seen that in the field of river channel management, there is a clear need for change, but it is also accompanied by technical difficulties. With the development of edge AI technology, problems are being solved. Edge AI technology can process data in real time on the site of monitoring equipment without uploading to the cloud, which can significantly reduce the processing delay, reduce the traffic occupancy and cost waste of low-value video data It is more suitable for the wide-area and complex application environment of rivers and rivers. Main function: Perimeter Defense Traditional preventive measures mostly use physical methods, such as iron fences, fences, wire meshes, etc., and then cooperate with personnel to patrol to achieve the purpose of defense. Regarding the banks of rivers and rivers in the city, setting up fences or walls will affect the image of the city and waste the effect of the river itself on the beautification of the environment and the leisure of the citizens. Infrared induction grilles are also easily affected by the environment, temperature, dust, human factors, etc., the accuracy is reduced, and the cost of deploying a large number of sensors is also too high. behavior monitoring Most of the water conservancy equipment in the river and its banks are outdoors and are often unattended. Once damaged or illegal, it may have a serious impact on consumer life. Deploy monitoring equipment along the coast, and through preset AI algorithms, the system can stop discontinuous behavior detection, and stop the identification, alarm, evidence collection, and uploading of common illegal behaviors such as swimming, laundry, fishing, and dumping dregs. If there is a need for expansion, it can connect to the audio playback device, automatically play audio shoutouts, and stop persuading and driving offenders. water surface monitoring China is a country with a shortage of water resources. At present, more than 80% of the country's residents are drinking water from shallow wells or rivers. It can be seen that water quality maintenance is the most important aspect of river management. Whether the water surface is clean and the water quality is safe or not is directly related to the water safety of residents and the image of the city's landscape. By deploying edge AI computers, it can autonomously monitor and scan the water surface area to determine whether the water surface scene changes significantly. For example, there are floating objects on the water surface, accumulation of dregs, foam, and changes in the color of the water body. After the discovery, the system will automatically record and report to the management platform, and notify the manager to deal with it in time.