BCMS VENTUR Bird & Drone detection system - The Edge Company
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Nothing has the power to broaden the mind as the investigation of observable facts. Marco Aurelio 2 3
TEC is an ITALIAN startup founded in 2017that makes its own knowledge and expertise its most valuable resource. We use technologies that are key to developing effective and efficient solutions for our partners. We master artificial intelligence that enables us to create innovative products and processes. We specialize in • Computer vision • Augmented Reality Cutting-edge tech solutions for aerospace, aviation safety, smart mobility, industry 4.0, and training. THE EDGE COMPANY Visionary Knowledge Smart AI systems for aviation safety. Advanced AR ecosystem to develop applications for industries and cultural institutions. Products BCMS BCMS MAESTRO ARIS VENTUR VENTUR-X Augmented Tutor Remote Tutor Bird & Drone Airborne obstacle detection system detection system 4 5
BCMS VENTUR Bird & Drone detection system CREATIVITY, PARTNERS PROFESSIONALISM, EXPERIENCE. Fabio Masci Giuseppe Nacci Francesca Dalla Venezia Roberto Biscaro Visionary fighter pilot, Software engineer, Journalist and Professor of economics, able to imagine the future entrepreneur CTO. communication. responsable pubblic world CEO. financing. We look to the future with the strength that lies in our knowledge. 6 7
BCMS FEATURES: VENTUR • Real-time and constant area monitoring Bird & Drone detection system • Green technology • Accurate and objective data collection WE MAKE YOUR • Cost reduction FLIGHT SAFER. ADVANTAGES • Species classification VENTUR is a bird and drone detection system based • Drone’s detection on smart cameras with proprietary artificial intelligence • Green solution algorithms. In order to prevent birdstrikes a dangerous • Affordable and expensive phenomenon, they can detect • Deep tech and recognize birds and drones at or near airports, • Insurance/manager liability wind farms, power plants and in cities. Other objects can be detected and reported, too. International, regional and national regulations Integrated Network Architecture for civil aviation. Annex 14 ICAO -Para 9.5.2 (I.N.A.), a discreet look to ICAO Doc. 9137 AN 898 part.3 improve safety of installations, Regulation UE 1108/2009 Civil Aviation Authority (UK) CAP 772 both for travelers and operators. FAA/USDA wildlife hazard management at airports 12 8 9
BCMS VENTUR Bird & Drone detection system Making simple things complicated is commonplace; making complicated things simple, awesomely simple: that’s creative. Charles Mingus 10 11
BCMS VENTUR Bird & Drone detection system SENSOR EXPLANATORY SCHEME SENSOR VIDEO ANALYTICS PROCESSOR With its one or more strategically Camera control and video stream positioned cameras, VENTUR analysis to detect, classify and VIDEO ANALYTICS guarantees the monitoring of the locate birds in the area by using PROCESSOR area of interest with a radius of more computer vision and machine than 2 km. learning algorithms. DATA VIDEO DATA MANAGER VIDEO MANAGER MANAGER MANAGER Bird sighting data aggregation Video streams are recorded and logging into a database that and labelled with bird sighting, is accessible for remote clients making this information through a web API. accessible for users DATA CENTER DATA CENTER FRONTEND System operation supervision Compatible with all operating systems, to improve its performance allows you to see species, number and throughcontinuous retraining concentration in real time of birds/drones process and quadrant in which they are. FRONTEND 12 13
BCMS VENTUR Bird & Drone detection system BIRDSTRIKE A birdstrike happens every 15 minutes in the world. According to the International Civil Aviation Organisation (ICAO), 70% of them go unreported. Thanks to our system, however, every airport can clearly assess safety condition in the air space under its responsibility. In addition, this system automatically activates a distress call, DISTRESS CALL since it recognizes different species of birds. What is a distress call? Every bird species has its own call to warn other birds of danger. Thanks to its precise monitoring, you can learn about By listening to this call, birds of that species will regard that area as dangerous and thus leave it. Removal is bloodless and long-lasting. the habits of the birds that live in the area and scare Once this result is obtained, the area will simply need to be monitored, with a distress call to be activated when needed. This can be done them away, thus making them understand the place automatically, since we recognize different species. If connected to a weather station, the system can predict whether birds will be is unsuitable for them. in the area in the following days. 14 15
BCMS VENTUR Bird & Drone detection system CLASSIFICATION. What makes our VENTUR system stand out for its uniqueness is its method of video analysis. A proprietary convolutional neural network (CNN) - called BCMES net - has been created to process the images that cameras acquire with the following characteristics: moving objects are detected by the motion detection module and TRACKED by a tracking algorithm. The obtained tracks are filtered by a post-processing classifier that analyzes the movement and then determines what type of object it is - birds in flight, birds on the ground, drones, or something else. SOME NUMBERS Tracks that are classified as birds are analyzed by another in order to train the network in Images were used foryellow-legged gulls. species recognition, more than Now the network has a recognition rate classifier to establish the species. There are two classifiers, (true positive rate) of one for birds in flight and one for birds on the ground. The BCMES convolutional network net requires 1/3 of the 100.000 96% parameters of VGG16 and half the time for classification, Images of pigeons in flight and on In object recognition the ground have been used, while with the same results. The classification is done in 1.5 milliseconds. Not only the species: we can count 80.000 95% the number of birds and predict their trajectory. In species classification 16 17
BCMS VENTUR Bird & Drone detection system DRONES Drones have recently caused major disruption to several airports. Ventur has built in hability for drone detection, too. Drone detection paired with bird detection makes VENTUR a valuable solution to a real problem that threatens flight safety every day. VENTUR can recognize a drone, detect the location of its launch, follow its flight path, and activate security procedures. Obastacle detection at airports, critical infrastructure, it is crucial, Since Urban Air Mobility is becoming real in a short time, obstacle detection at cities becomes the frontier of the foresinable future. 18 19
BCMS VENTUR Bird & Drone detection system THE EDGE The Edge Company Srl COMPANY Viale della Repubblica, 74 - 47923 Rimini RN - Italy - P.iva: 04325430405 - R.E.A. - RN 402033 Cap. Soc. IV: 816.327 +39 0541 1836932 - www.theedgecompany.net - tec@theedgecompany.net Visionary Knowledge
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