AI algorithm
AI vehicle analytics for parking violations, fire lane occupation, channel occupation, license plate recognition, and vehicle-event records in parks, warehouses, factories, and gas stations.
This workflow combines vehicle detection, rule-based stay judgment, fire lane occupation, and license plate OCR so review teams can trace vehicle events.
Buyers often ask whether the system can distinguish vehicles from goods, whether it can read plates, how short parking is filtered, and whether vehicle attributes can be added. Custom training and project configuration can extend target classes when needed.
Algorithm deployment notes
A project can see a vehicle, judge that it occupies a defined area, and read a license plate only when the camera view supports each of those tasks. These are related capabilities, but they have different framing, image-detail, timing, and validation requirements.
A wide camera can show a parking zone, fire route, entry lane, or wrong-way movement. Plate OCR needs a more controlled view of the plate at a usable size, angle, and exposure. Large vehicles, headlight glare, motion blur, dirt, occlusion, and night conditions should be assessed separately.
Specify the controlled region, permitted route, vehicle type, dwell time, direction, approved exceptions, and time schedule. A vehicle stopping briefly for a normal operation may not be equivalent to a prolonged obstruction. The rule should reflect the site traffic process.
Event records can retain the vehicle image, full-scene image, time, location, rule, OCR result, and recognition confidence or empty result. Systems that forward plate data should preserve the image evidence and allow the receiving platform to handle uncertain or unavailable readings safely.
Commissioning should include the actual vehicle classes, travel speed, plate formats, lighting, weather, and mounting positions at the site. A result obtained on a clear passenger car view should not be assumed for heavy equipment, obscured plates, or very different plate designs.
Related planning: Industrial park vehicle and perimeter deployment. Plate recognition requirements should be confirmed for the country, plate format, and camera view used in the project.
Project inquiry
For the first version this site uses a lightweight email-based inquiry flow. It avoids a database and keeps the English site simple until inquiry volume justifies a dedicated CRM integration.