Narrow road-adjacent entrance
Vehicles turn in directly from the road with little waiting space.
Camera view and barrier position are aligned so direction and plate data can be judged immediately.
A system that uses AI object recognition without loop-coil construction, reducing installation constraints while improving recognition performance.
Loop-Free Engineering
G&G Soft connects camera video, AI vehicle detection, plate OCR, barrier control, and parking software in one flow. Even when lanes are short or curved, control logic is designed around vehicle position and direction.
Apartments, retail sites, factories, and public facilities
Multi-entrance processing without a GPU
Vehicle position and plate data judged together
Maintenance workflow that reduces site visits
Core Technology
Loop-free control is not simply removing a loop coil. Camera height, vehicle angle, barrier position, night lighting, radar sensing, and control logic all need to be engineered together.
The system judges vehicle position, travel direction, and barrier approach from video, replacing the detection role of loop coils.
Plate recognition is matched with movement direction to separate entry, exit, and turnaround situations.
After recognition and permission checks, barrier signals are output immediately for short entrance lanes.
Camera view, detection zones, and access records can be reviewed remotely to reduce maintenance time.
Field Engineering
G&G Soft's loop-free system addresses these problems.
Confirm where vehicles enter and exit and whether the camera sees the plate and vehicle body together.
Set virtual detection lines, vehicle boxes, and plate regions for the site layout.
Repeat recognition and barrier tests under backlight, night, rain, pedestrian, and motorcycle conditions.
Connect resident vehicles, visitors, kiosks, web and mobile controls, and access records.
Field Examples
The engineering difference is clearest at sites where loop installation is difficult or vehicle movement is complex.
Vehicles turn in directly from the road with little waiting space.
Camera view and barrier position are aligned so direction and plate data can be judged immediately.
The site needs accurate separation of entry and exit on a wide lane.
Entry and exit camera zones are separated and events are recorded by travel direction.
Vehicles merge from several directions, making a simple detection line unreliable.
Vehicle movement and OCR results are reviewed together to prioritize the car approaching the barrier.
Loop-coil cutting and maintenance are burdensome on unpaved ground.
Video detection replaces road cutting while foundations, power, and network routes are protected for the site.
System Pipeline
The same system manages pan-tilt view control, vehicle detection, route analysis, perspective correction for angled plates, OCR, and barrier/radar-sensor control.
Camera angle is adjusted for the site so the plate and vehicle position are captured clearly.
The system detects the vehicle area first and separates actual traffic from pedestrians, motorcycles, and background motion.
Travel direction and approach position are analyzed to classify entry, exit, and turnaround cases.
Even when a plate is captured diagonally, the system rectifies it into a near-rectangular image, corrects tilt, brightness, and contrast, then passes it to OCR.
Recognition results are matched with resident, visitor, restricted vehicle, and payment status data.
Barrier, radar sensor, and logs are controlled together as one hardware-software system.
Send entrance photos, lane width, vehicle turning direction, and existing barrier information. We will identify the main loop-free design points and follow-up checks.