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Improving benchmarks for autonomous vehicles testing using synthetically generated images

arXiv.org Machine Learning

Nowadays autonomous technologies are a very heavily explored area and particularly computer vision as the main component of vehicle perception. The quality of the whole vision system based on neural networks relies on the dataset it was trained on. It is extremely difficult to find traffic sign datasets from most of the counties of the world. Meaning autonomous vehicle from the USA will not be able to drive though Lithuania recognizing all road signs on the way. In this paper, we propose a solution on how to update model using a small dataset from the country vehicle will be used in. It is important to mention that is not panacea, rather small upgrade which can boost autonomous car development in countries with limited data access. We achieved about 10 percent quality raise and expect even better results during future experiments.


ISE 2018 News: AdMobilize to Bring Artificial Intelligence Audience and Crowd Analytics Solutions to Europe

#artificialintelligence

Following on the heels of the North American introduction of its Audience & Crowd Analytics solutions at InfoComm 2017, AdMobilize, the artificial intelligence and computer vision company, has announced that it will bring the same technology to European customers at ISE 2018 at Booth #8-R330 in the RAI Center (February 6-9, 2018). According to AdMobilize co-founder and CEO Rodolfo Saccoman, the ISE debut will mark the start of the company's next phase of market expansion and is timed to leverage the power and reach of its international partnerships with commercial AV and DOOH advertising market leaders that include Signagelive (UK), avt (Australia), Ayuda Media Systems (Canada), PersonifAI (Lithuania), Invian (Peru), MediaEdge (Japan), UBI Communications (Canada), Grupo EDM (Mexico), SmartLink Systems (USA), and NanoLumens (USA). "Integrators throughout the UK, Europe, Africa, Asia and the Middle East are about to experience what forward-looking companies in North America are swiftly embracing," Saccoman said today. "The era of robust, reliable, easy-to-install and maintain audience and crowd analytics is at hand and this era promises to make channel-specific visualization solutions much more effective customer engagement solutions." According to Saccoman, the AdMobilize Crowd Analytics solution empowers customers to quantify any space anywhere by utilizing customized audience measurement, report aggregation and audience triggers in distinct environments like retail, shopping malls, airports, other transportation centers, arenas, as well as in outdoor public spaces.