Quick Introduction To Video Dataset
Video surveillance dataset has become a standard feature of the public transportation vehicles. In a study done by Axis Communications, it found that 97 % of respondents, located in 30 countries, have put in security cameras inside their vehicles. Even using video dataset, it doesn't solve the previously problems faced by public transport.
Public transport is an industry which is susceptible to crimes and accidents. Although use of Video Dataset provides insight into the security of the vehicle, it doesn't address the other issues that arise on a trip. It is also crucial to gain insights from the experience and apply it to improve the procedures.
Let's look at some ways in how video analytics can benefit the public transport system.
Stop Overcrowding: During peak times transportation vehicles may become overwhelmed. In constant overcrowding, it could cause harm to the performance of the vehicle , and simultaneously impact the comfort of passengers and security. With the help of counting people the number of people in the vehicle, an alert could be signalled to the driver when the limit of passengers is higher than the specified threshold. This information can assist the driver in regulating the number of passengers. A mobile app to passengers, or an LCD display in the boarding point can inform passengers of the presence inside prior to when they get into the vehicle.
Time Management: Video Dataset assist authorities as well as drivers in determining the duration required to complete every journey. The cameras begin recording when the ignition is switched on. Based on previous stored data, VMS system can anticipate peak traffic times. Therefore, every journey can be tracked and evaluated to enhance the process and offer improved service for commuters. This will assist drivers and backend staff understand why they are unable in reaching their destination.
Analytics of Behavior: The behavior of the driver is also analyzed through Dataset For Machine Learning which is collected manually. Dash cams working together with an accelerometer, is able to detect erratic breaking acceleration, sharp turns, which point to the possibility that the driver isn't in control of the vehicle. The authorities are able to see and find out whether they suspect that the driver has been in a drunken state. Additionally the behavior of passengers can be monitored to increase the safety for co-passengers.
Security: Dash cams equipped with analytics will assist the driver to spot anyone or anything that is that is in front of them that could aid in avoidance of accidents. Rear cameras can also spot other vehicles in the proximity and notify the driver so that they can avoid collisions with tailgating. For school buses, rearview mirror cameras equipped with motion sensing capabilities are able to detect the presence of students who are trying to poke their hands or heads out through the window. It could trigger an alert for the driver.
Face recognition algorithms are able to help identify any criminals or suspects with criminal records. Through face recognition, the image is taken and instantly matched to an online database located on the server which has previously taken. This further increases the security in public transport.
Detection of Blind Spots: There are spots close to vehicles which are not in the drivers' view. The blind spot detector systems are integrated into VMS systems. VMS system fitted with high-resolution cameras as well as lasers and radars can assist in detecting movements or other activity in areas which the driver is unable to discern. This will help ensure security and reduce the risk of accidents.
Recording Incidents: In the event of unfortunate events like accidents, the footage could be used as evidence in a legal system. This will help the authorities in dealing with lawsuits.
Video Dataset can make public transportation safer and more efficient while in the same time, provide insight into every journey to enhance the service for commuters on a daily basis. The risk of accidents can be reduced and the security offered will also help to make it easier for people to utilize public transportation.
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