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📢 The masterpiece in traffic data extraction from drones – an open traffic dataset called pNEUMA is here!

100 busy intersections / 0.5 million of trajectories / covered more than 1.3 km^2 / gathered by 10 drones flying simultaneously. A first-of-its-kind experiment with open results was realized by professor Geroliminis and Emmanouil (Manos) Barmpounakis from EPFL (École polytechnique fédérale de Lausanne), who provided the video data and analyzed by DataFromSky AI (www.datafromsky.com).

A swarm of drones hovered over the central business district of Athens over multiple dates to record traffic streams in congested areas with more than 100 km-lanes of the network. From each video, trajectory data was extracted by the most advanced traffic intelligence DataFromSky and merged into the one traffic scenario with multimodal interactions. 🚗 🚌 🚛 🚲 🏍

Due to the extreme accuracy of telemetry data about each driver, the dataset is suitable for multimodal traffic research including simulation methods, behavior models, road safety analysis..

💡 Webpage of the project: https://lnkd.in/eyZA3RB

✔️An article about the project: https://bit.ly/2wjvyut

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⭐️ DataFromSky on the way to autonomous driving! ⭐️

Already since the end of last year, the Chair of Automobile Engineering from Technische Universität Dresden has been collecting traffic observation videos for selected places in Dresden in order to be able to study the real traffic situation better. The combination of DataFromSky advanced analysis of road user’s behavior with the electronic accident record card of the Saxony region can bring new knowledge into the reconstruction of traffic accidents. Such reconstructions can be used for test scenarios for the validation of automated driving functions! How cool is that? 🚗 🚌 🚛 🚲 🏍

💡 Read the whole article to find out more: https://bit.ly/31RAeDR

✔️ Are you interested in our solution? Try it on your own at ai.datafromsky.com.

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📢 Accidents detection before they happen?

Extreme accuracy is the unique feature of traffic data automatically mined from DataFromSky videos. Thanks to this accuracy, we have, in cooperation with Brno University of Technology and its scientists, worked on a research project for evaluation of intersection in terms of safety in the last two years. One of the results of the project supported by Technology Agency of the Czech Republic is the methodology that has been certified by the Czech Ministry of Transport! 🚗 🚌 🚛 🚲 🏍 Want to learn more about conflict detection tools based on trajectory analysis (TTC, PoS, heavy breaking, …) and using DataFromSky for security audits? Contact us at ! ✔️ Watch out our video and see for yourself how amazing it is: https://lnkd.in/deJRCny or read this article: https://bit.ly/3b0ToeD hashtagsafety hashtagtransport hashtagproject hashtagdata hashtagvideo hashtagdrones hashtagsmartcities hashtagtrafficsafety hashtagtrafficengineering hashtagtrafficmanagement hashtagtraffic hashtagai hashtaganalytics hashtagartificialintelligence hashtagsecurity hashtagcollision hashtagconflict hashtagaccident hashtaginteractions
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Warm up your traffic data with DataFromSky!

✔️ WARM UP YOUR TRAFFIC DATA by using HEATMAPS and GRIDMAPS! DataFromSky provides you many parameters displayed by heatmaps and gridmaps. Get them for current speed, acceleration/deceleration, occupancy times and even for conflict situations. Watch out the video below and see how simple it is! Go to ⭐️ ai.datafromsky.com ⭐️ and try to analyze your own video for free! 💡 Don’t know how to capture the perfect video? We also prepared a manual for this! Read this article for Aerial video https://bit.ly/36Dztjd and this for Light video https://bit.ly/2FBcoSs. If you don’t have an account yet. Register now at 👉 ai.datafromsky.com 👈 and get three credits for start! Join DataFromSky and become a traffic expert! 🚗 🚌 🚛 hashtagsoftware hashtaganalytics hashtagdatavisualization hashtagdigitaltransformation hashtagai hashtagai hashtagdata hashtagdrones hashtagsmartcities hashtagsafetyanalysis hashtagtrafficmonitoring hashtagtrafficengineering hashtagtransportation hashtagtraffic hashtaggoto hashtagvideo hashtageasier hashtaganalyze
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📢 DataFromSky AI was used to define driving behavior models of connected autonomous vehicles!

DataFromSky highly contributed to the creation of a research paper conducted by 🎓 Loughborough University in London. The paper presents a solution of using infrastructure to aid connected autonomous vehicles to learn driving policies, specifically for complex junctions, which require local experience and knowledge to handle. The proposal is to learn safe driving policies through data-driven imitation learning of human-driven vehicles at a junction utilizing data captured from surveillance devices about vehicle movements at the junction. The framework is demonstrated by processing video datasets captured by UAVs from three intersections around Europe – the trajectory data is provided by the DataFromSky. An imitation learning algorithm based on a long short-term memory neural network is proposed to learn and predict safe trajectories of vehicles. 🚗🚌 🚐 🚛 🚲 🛵 ✔️ Read the full paper at https://bit.ly/2SYgXy0 We can make your survey ultimate! Contact us at or upload your video to ai.datafromsky.com and try it yourself for free! hashtagai hashtagartificialintelligence hashtagdata hashtagdeeplearning hashtagdrone hashtaganalysis hashtagsurveys hashtaguav hashtagsmartcities
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