DataFromSky in Monthly Bulletin of the Institute of Highway Engineers

Do you want to cover a wide area and get detailed information about each participant? With DataFromSky and AI it is possible! Read more about challenging projects we have been part of in the Monthly Bulletin of the INSTITUTE OF HIGHWAY ENGINEERS available here 👉https://bit.ly/3arCK6q You can read more about our studies under following links 👉 https://bit.ly/2XZDq03 and https://bit.ly/2xRYQ4u Check capabilities of the DataFromSky Offline services for free and sign up to ai.datafromsky.com. After you sign-up you do get 3 credits that you can use for your own video analysis! The process is easy and fun! 1. Shoot the video from any kind of camera (low positioned camera or drone) 2. Upload it to ai.datafromsky.com and wait for results 3. Download results and do the magic through our DataFromSky Viewer ✔️ Give us feedback! Was it easy and fun? Let’s move to the next stage and contact us regarding your challenging project! hashtagai hashtagtraffic hashtagcamera hashtagtrafficsafety hashtagartificialintelligence hashtagdatafromsky hashtagtrafficmanagement hashtagparking hashtagsmartcity hashtagsmartcities hashtagdrone hashtaganalysis hashtagsurvey hashtagdata

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Keep your distance!

Want to get inspired on how to keep your distance to stay safe? See a great example of how penguins practice social distancing these days… 🐧

This amusing video was analyzed under the COVID-19 open traffic dataset initiative – the largest traffic survey community project to map the impact of coronavirus on traffic behavior. Would you like to know more? Take a look at 👉 https://www.datafromsky.com/covid-19! Thank you for joining us and sharing this post.

We hope it made you smile. Stay safe! 💙

hashtagcovid19 hashtagcoronavirus hashtagdata hashtagsocialdistance hashtagjoin hashtagartificialintelligence hashtagmachinelearning hashtagai hashtagsmartcities hashtagvideoanalytics hashtagdrones hashtagcamera hashtaganalytics hashtaganalysis hashtagtrafficmanagement hashtagtraffic hashtagdataset

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Open traffic research dataset: Covid-19

💡 Supported by leading universities, open to everyone. We donate processing, hosting and analysis tools for this one-of-a-kind initiative.

Read more about the largest community traffic survey here 👉 https://lnkd.in/dXG-RyU  

Would you like to be a COVID traffic surveyor? See the guidelines 👉 https://bit.ly/2xxMaPT

Are you a traffic engineer? Give your old traffic recording a second life! Upload your video now 👉 https://ai.datafromsky.com

Are you a researcher? We would be grateful for your input. Join our Academy program 👉 https://bit.ly/2UNWY4u


Valuable traffic data for a better future. 🚗🚌 🚛 🛵

Thank you for sharing! Let’s make this a valuable research asset together! 💙


#video #study #traffic #trafficmanagement #trafficengineering #camera #data #analysis #smartcities #cameras #analytics #transport #transportation #covid-19 #research #dataset

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📢 Revolution is finally here

We, at DataFromSky, were working hard in the last months on something that wasn’t here before. Something that will change the world of traffic data analysis. And now we are ready to share it with you!

FLOW – a fully interactive traffic framework designed for both real-time driven applications and comprehensive traffic surveys is here! The fastest and smartest way to get traffic knowledge from any type of video stream that smart cities love. 🚗 🚙 🚐 🚚 🚌 🚲 🛵

Find out more about FLOW at https://lnkd.in/e4dBdTc 💡

Follow us here for up-to-date information about our work!

Thank you for your support! 💙

#ai #machinelearning #artificialintelligence #research #drones #roadsafety #surveys #traffic #transportation #trafficmanagemet #trafficcontrol #trafficengineering #trafficsafety #flow #datafromsky #camera #smartcities #smartmobility #data #analytics

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📢 Absolute precision in traffic data reached!

30 cm accuracy in position, 7.5 degrees in steering for any type of vehicle including bicycles and pedestrians – no special HW, only advanced video processing. Why? To push forward the traffic surveys and traffic research again.

The current world of traffic surveys is based on counts. There has been no dramatic progress since 1937 when the first traffic recorder was deployed. Five years ago, ⭐️DataFromSky⭐️ brought alive trajectory-based approach and opened the world of interactive traffic analysis. Today, we have taken this approach to the next level by ultimate precision in telemetry for:

➡️ detection accidents before they happen based on the kinematic model
➡️ development of the new generation of advanced driver assistance systems
➡️ calibration and validation of simulation models
➡️ development of autonomous vehicles
➡️ new era of traffic research

✔️ Would you like to taste the true traffic accuracy? Contact us at info@datafromsky.com for a demo! 🚗 🚌 🚛 🚲


traffic #video #data datafromsky drones ai trafficmanagemet trajectories

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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

opendata hashtagopentraffic hashtagopenscience hashtagepfl hashtagdatafromsky hashtagdrones hashtagai hashtagtrafficmanagemet hashtagsimulations hashtagtrajectories hashtagresearch hashtagzerovision hashtagroadsafety has

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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.

ai hashtagartificialintelligence hashtagdata hashtagdeeplearning hashtagdrone hashtaganalysis hashtagsurveys hashtaguav hashtagsmartcities

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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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