The invention provides a method and a device for detecting a vehicle parking state, computer equipment and a storage medium. The method comprises the steps of: transmitting a light flashing instruction to a vehicle-mounted terminal of a vehicle, wherein the light flashing instruction is used for instructing the vehicle-mounted terminal to control the vehicle to flash a light; transmitting a shooting instruction to a camera, wherein the shooting instruction is used for controlling the camera to capture image information comprising a target parking region and the vehicle; analyzing the image information to detect a light flashing position of the vehicle and a marking line range of the target parking region in the image information; and detecting a parking state of the vehicle according to the light flashing position and the marking line range. The method and the device can effectively improve the precision of vehicle parking state detection.

Method and device for detecting vehicle parking state, computer equipment and storage medium

The invention discloses a parking management method, which directly sets an identification area and a parking space area in an image read by a fixed camera in allusion to an installation environment,performs parking management based on the camera, avoids the problems of high installation and maintenance cost, complex process and the like of geomagnetism and other detection means, and is convenient to operate and maintain. Meanwhile, for the problem that high-position roadside parking is prone to shielding, a vehicle tracking and vehicle state and driving track tracing method is provided, license plate recognition is conducted based on a vehicle track image, the problem that license plate shielding is caused by mutual shielding of vehicles after the vehicles are parked in parking spaces issolved, and the accuracy of license plate recognition is improved. The invention also discloses a parking management device and equipment, which have the above beneficial effects.

Parking management method, device and equipment

The invention discloses a vehicle access determination method and system, a computer readable storage medium and computer equipment, which can automatically judge whether a vehicle is driven into a parking area or not through combination of a predetermined auxiliary lane line and position information of the vehicle. By calculating the overlapping area of the projection area of the target vehicle and the area where the target parking space is located and judging whether the ratio of the overlapping area to the area where the target parking space is located is larger than the proportion threshold value or not, whether the target vehicle is parked in the target parking space or not can be automatically judged according to the detection picture, and manual judgment is not needed. Whether the vehicle is driven away from the target parking space or not can be automatically judged by combining the predetermined position information of the target parking space and the corresponding driving-away threshold value with the position information of the vehicle. Moreover, the judgment accuracy can be improved for the condition that the parking area or the vehicle is partially shielded.

Vehicle access determination method and system

The embodiment of the invention provides a method and a device for identifying the parking position of a distribution vehicle. The method comprises the steps of acquiring video information of a predetermined monitoring area according to a predetermined frequency; based on a target detection algorithm of deep learning, detecting a first rectangular frame coordinate of a distribution vehicle area inthe video information, and determining a second rectangular frame coordinate of a no-parking area; calculating the area of a parking area and the area of the no-parking area of the distribution vehicle according to the first rectangular frame coordinate and the second rectangular frame coordinate; determining any first pixel point in an intersection area of the parking area and the no-parking area, and calculating the area ratio of the intersection area of the parking area and the no-parking area according to the first pixel point; and judging whether the distribution vehicle is illegally parked or not according to the area ratio of the intersection area. According to the embodiment of the invention, the parking position of the distribution vehicle can be accurately and quickly determined, and whether the distribution vehicle is parked standardly or not can be accurately judged.

Method and device for identifying parking position of distribution vehicle

The invention discloses a vehicle parking scheduling management method and device, computer equipment and a storage medium. The method comprises the steps of collecting parking space information and vehicle information, and calculating whether a vehicle is parked in a parking space or not, storing the parking space information of the vacant parking spaces in a vacant parking space information pool, and storing the parking space information of the used parking spaces in a used parking space database, after the vehicle enters the parking lot, acquiring vehicle owner information of the current vehicle based on a classification algorithm, acquiring a target address according to the vehicle owner information, and acquiring vacant parking space information near the target address in combinationwith the vacant parking space information pool, and calculating a shortest path based on a shortest path algorithm, taking the corresponding vacant parking space as an optimal scheduling parking space, generating scheduling information, and sending the scheduling information to the current vehicle. According to the method, the vacant parking space corresponding to the shortest path is found basedon the shortest path algorithm according to the target address of the vehicle owner and the parking space information of the current vacant parking space, the scheduling information is generated and sent to the current vehicle, the optimal scheduling of the vehicle is realized by dynamically planning the parking space, and the utilization rate of the parking space is improved.

Vehicle parking scheduling management method and related components thereof

The invention discloses an intelligent parking management method and system based on deep learning. Aiming at the requirement of intelligent parking lot management, a convolutional neural network model is designed based on a Darknet framework to position vehicles, real-time monitoring of the parking state on the parking space is realized by calculating the overlapping degree of the predicted vehicle position and the parking space, and parking fee statistics is carried out according to the parking space state. The deep learning method is applied to parking resource management, intelligent and automatic monitoring of the parking state and the parking cost is achieved, urban traffic congestion is relieved, use of parking resources is effectively standardized, meanwhile, management of the parking resources is more convenient and intelligent, and manpower is liberated.

Intelligent parking management method and system based on deep learning

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Intelligent parking management method and system based on deep learning