Laptop vision techniques square measure used for analysis of traffic police investigation videos that is gaining a lot of importance. This analysis of videos is helpful for public safety and for traffic management. In recent time, there has been Associate in nursing exaggerated scope for analysis of traffic activity mechanically. Laptop based mostly police investigation algorithms and systems square measure won't to extract info from the videos that is additionally known as as Video analytics. The method of distinguishing instances of planet objects is understood as object detection. It detects the quantity of vehicles on every road and betting on the vehicles load on every road, this technique assigns optimized quantity of waiting time (red signal light) and period (green signal light). Thistechnique could be a totally machinedriven system that may replace the traditional pre-determined fixed-time based mostly traffic system with a dynamically managed traffic system.
Agriculture is the procedure of producing food, feed, fiber, and many other favored merchandise by cultivating favorable vegetation and raising farm animals. The exercise of agriculture is also referred to as farming. However, there are a few challenges in raising agricultural productiveness in line with the unit of land, reducing rural poverty through a socially inclusive strategy that contains each agriculture in addition to non-farm employment, ensuring that agricultural boom responds to food security wishes. Nowadays, the advancement in ingenious farming techniques is progressively enhancing the crop yield making it greater worthwhile and reduce irrigation wastages. The proposed system is to layout and increases an autonomous vehicle that can carry out various agricultural activities inclusive of digging, sowing seeds, pumping insecticides, cutting undesirable grass within the discipline, etc. The farming land is autonomously irrigated with sufficient water with the help of moisture sensors within the land. The autonomous robot's general operation and the irrigation gadget are monitored and maintained using Machine Learning (ML) algorithms. The overall operation and records are measured via the sensors are stored in the cloud for device gaining knowledge of (ML) algorithm and future references. Thereby, it increases the machine's overall performance accuracy and reduces the human power and saves the time required to cultivate the farmland
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.