Step 1: First you’ll need video cameras

Parquery detects objects in images from any camera, even those already installed. All we need are the images they produce. No video stream required. Parquery can also detect vehicles in video camera images at any interval the client requires, for example every 10 seconds, every thirty seconds, once a minute, every five minutes, etc.

If you haven’t installed any cameras yet, Parquery will help you identify the optimal number and most effective locations for installation. All we need from you is a map of your parking areas and the available installation height. Using this data and based on a selection of common off-the-shelf cameras, we create a simulation of the camera views. Our goal is to accomplish total coverage of the parking area with the minimum number of cameras.

This translates directly into saving you money: we monitor as many parking spots as possible with as few cameras as possible.

Parquery simulates where should cameras be installed for an ideal view — Parquery's camera simulation can be used to determine in advance how many cameras are needed and where they need to be installed to cover the entire parking area.

Step 2: Make sure your cameras have a reliable power source

If you haven’t installed any cameras yet, it’s important to select a reliable power source, eg. cable or solar panels.

Ideally, the cameras will be mounted on buildings, tall posts or atop street lamps. Once connected to a power source and running, the cameras can send images in real time or at any time interval chosen by the customer.

For solar-powered cameras, the frequency for sending images depends on battery capacity.

Parquery needs only standard cameras, which can be powered by cable or solar panels — Parquery works with standard cameras powered by cable or solar panels.

Step 3: Connect your cameras to the internet or a local network

The camera images are either processed remotely on Parquery’s cloud servers or onsite on a dedicated server. In either case, the cameras will have to be connected to a network:

To use Parquery's cloud servers you’ll need an internet connection: ethernet cable, Wifi, 3G/4G SIM cards, etc.

To process the data onsite, Parquery’s algorithms will be installed on a local server, and images are transferred to this server via a local network.

Standard cameras should be connected to a local network or to the internet — The cameras have to be connected to either a local network or to the internet.

Step 4: Cameras should be configured to enable data transmission

Regardless of whether you run our software locally or on Parquery’s cloud servers, you have two options:

Option 1 (Push): Parquery provides an FTP server to let the cameras upload images at the desired interval;
Option 2 (Pull): Parquery connects to the camera’s IP address to gather images at the desired interval.

In either case our Operations Team will help you configure your cameras for the best possible results.

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Parquery Operations Team helps customers to configure their cameras accordingly — Parquery's Operations Team helps customers to configure their cameras.

Step 5: On-site camera installation

Camera installation can be carried out by the customer, an installation company commissioned by the customer, or by professional installers (Parquery partners).

Whichever option you choose, Parquery will accompany your installer on the day of camera installation to ensure a smooth process.

A Parquery professional will work with your installer every step of the way directly on site, over the phone or via video conference. Thus, we can make sure the cameras deliver the best possible views for parking area analysis.

Parquery supports customers during camera installation, either on-site or remotely.

Step 6: On-premise or cloud analysis

Image analysis and data processing can either be done on Parquery’s cloud servers or on the customer’s premises on a dedicated server. Our Smart Parking experts can support you in making the decision based on your individual requirements.

Parquery’s software doesn’t need any major infrastructure. Our Operations Team will help you identify the best solution for your parking areas based on your existing servers or advise on purchasing new hardware.

Please contact Parquery’s Operations Team for additional details.

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Image analysis can be carried out by Parquery on cloud or local servers — Image analysis and data processing can either be done on Parquery’s cloud servers or on the customer’s premises on a dedicated server.

Step 7: Everything is set and your results are on the way!

As soon as Parquery receives your camera images, we can deliver results. The accuracy of the initial results will be at 95% and will improve to +99% within the first month.

During this period our Operations Team will collect images from your cameras and train our software to adapt to your specific environment. In order to reach the desired accuracy, we need to cover a range of lighting and weather conditions, and identify and compensate for potential edge cases including extreme shadowing, partial occlusions eg. by trees, adverse weather conditions, etc.

Before we deliver the first results, we define a data format together with you that meets your individual requirements.

Facility managers get real-time data on their parking area in just a few clicks — Parquery's dashboard presents real-time results in an interactive and simple way to the customer.

Step 8: Feedback and adaptation

Once we have collected sufficient training data and achieve consistent high accuracy, we deliver the results to you. We then arrange a second meeting after about a month to get your feedback and modify the dashboard as needed.

Depending on your requirements and suggestions, we will also use this meeting to define next steps.

Parquery makes sure customer needs are met by organizing a feedback meeting — With a feedback meeting, Parquery will ensure that customer needs are being met.

After comparing with other providers, one of the reason we chose to work with Parquery was the ease of implementation, deployment time, configuration, and calibration.
We are very satisfied with Parquery for their support and their solution's reliability.

M. Franco, SPIE Switzerland Ltd

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Featured project: Parquery monitors 400+ parking spots with 2 cameras in Vevey, Switzerland

Case study: Parquery guides drivers to available parking spots in Tržič, Slovenia

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