GUSTAV SMART CITY SOLUTIONS

GUSTAV SMART CITY SOLUTIONS is a complete solution consisting of software, hardware and additional components for the acquisition data directly from a city. The system can be installed in a vehicle or permanently on a fixed location. The solution is currently used by many industrial partners in europe.

Up to 2 NVIDIA embedded modules from the Jetson series can be run at the same time. It can also operate with only one module. The following embedding GPU modules can be combined with each other. Jetson TX2, Jetson Nano, Jetson Xavier JNX. We also have single module versions. Since January 2020 we are offical NVIDIA Jetson prefered partner.

GUSTAV SMART CITY SOLUTIONS SPECIFICATIONS

1 x ARM64 Bit based CPU
1 x Wifi 2 or 5GHZ (dual omni Antennas)
1 x RTX GPS from 2.5 meters to 1 cm accuracy
1 x 500 GB till 1 TB SSD.M2 storage (internal)
1 x GigE port
2 x USB 3.0 port
1 x USB 2.0 port (OTG)
2 x Optional fan slots
1 x Full CNC aluminum case

The system can host 3 x USB3 camera at the same time as well REBONIX high precision RTK GPS module.

GPU Options
NVIDIA Jetson NANO, TX2, JNX

REBOTNIX thermal OS

  • The rebotnix thermal OS (operating system) is a reduced system where we have removed all unnecessary components from the official ubuntu release that includes Jetpack. The benefit is more free space on the root partition and a better control about the temperature in realtime thru the REBOTNIX tools. The hardware can also be used with the original NVIDIA Jetpack 4.3 or higher. The flash image for our thermal OS  is available for every REBOTNIX customer in the download area.

Thermal sensor libaries

  • In addition, we have provided several sensor libraries that allow you to monitor the temperature in real time and retract your models so that the system is not overheated at any time.

Serverless management

  • The serverless application REBOTNIX is a new virtual private network (VPN) where you can manage the device through a public Internet address that leads to a group of selected employees who can operate the device. Each client can be added to and removed from the VPN via a user interface. The communication goes over HTTPS and over an encrypted VPN channel. The public domain access is complete transparent for the customer.

PRETRAINED MODELS

TRAFFIC SIGN

Our traffic sign model can distinguish up to 427 categories. In total over 400.000 labels have been added to this model for training. As with all our models, several hundred thousands of images can be stored on the internal SSD drive.

POTHOLE

Our pothole model detects potholes, stores the position of the damage and the exact GPS position as metadata separately or directly in the image file. Up to several hundred thousand images can be collected on the device and uploaded via a secure wifi line at the end of the day.

WILD LANDFILLS

Wild landfills are a fundamental problem for waste disposal companies worldwide. Our garbage bag detection system can determine the exact position of the exposed garbage bags via GPS. Our model for this type of recognition currently includes about 20,000 images for this type of category.

Example detection from our traffic model.

SMART CITI TRAFFIC SIGN DETECTIONExample detection from our traffic model.

OCR TEXT DETECTION & RECOGNITION

The REBOTNIX developer team has succeeded in developing a completely new approach to text recognition. Instead of training single words and language in a neural network, we have developed a poly letter network including the recognition of geometric shapes. The result is a very high recognition rate of untrained words, logos or any kind of text blocks. This model not only uses a neural net, but also combines fast algorithms and artificial intelligence.

The following picutre shows a heatmap where we can mesaure eacht letter from the point of accuracy as well from bouding the letter which stand to each other in a geometric logical position (polygramm).

rebotnix ocr heatmap

rebotnix ocr heatmap

REBOTNIX OCR SMART CITY MODEL

TEXT RECOGNITION

9
Oberhausen
– Buschhausen
700 m

STOP
HAMMER
TIME

 

tabiszynska
1000 m

OCR detection model test.

TRAIN YOUR SMART CITY

Our labeling software allows you to train any type of model from the road and on-premise. Persons, vehicles or license plates can be made unrecognizable automatically. The created models run high performance on our embedded devices.

CAMERA SUPPORT

REBOTNIX delivers USB3 or GIGe cameras in different price ranges. Also lenses from 6 mm to 100 mm are no problem for this application. The drivers are optimized and industrial proofed and tested in combination with our ARM 64 Bit plattform. We support IP-Protection IP30- till IP67 with certificates.

In close cooperation with Basler, we provide high-performance cameras for the smart city and other industrial sector.

BACKEND SUPPORT

We offer free and uncrypted JSON pipeline to any IoT provider ot custom server to visualize the smart city data. We also offer remote support for managing the machine for software updates or maintenance.

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