Posts Tagged: analysis

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Dealing with Origin-Destination matrix of the whole city is possible thanks to license plate detection!

💡 mob-up and DataFromSky are proving that the O-D matrix of the city is possible! We have been working on the O-D matrix of the city of Conegliano, where 33 cameras have been used and almost 3 000 hours of video processed. Data from cameras were merged based on license plates recognition and the whole study has been done within one month! The final overview of the study is coming soon!

✔️ Are you having a project, where license plates might be useful? DataFromSky supports license plate recognition in at least 16 countries! License plate numbers can be hashed by unique numbers, so you can export anonymized data about each participant!

✔️ See the article for more information about license plates: https://bit.ly/33vLExA or contact us directly through info@datafromsky.com.

✔️ Check how easy it is to use the license plate recognition and apply promo code DFS_LP_ANALYSIS for additional 2 credits to your account at ai.datafromsky.com! 🚗 🚙🚐 🚚 🚲 🛵 🏍

#video #study #traffic #trafficmanagement #trafficengineering #camera #data #analysis #smartcities #cameras #numbers #plates #analytics #plate #transport #transportation

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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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🎄 Christmas price gift! 🎄

DataFromSky is looking forward to Christmas and has prepared a special gift to make your Christmas time more enjoyable. Take advantage of our special offer and buy credits at the best price – 🎇 from € 2.9 / credit 🎇 when purchasing 100 credits. The offer is valid until the end of December so do not hesitate and give yourself a Christmas gift! 🎁


You can spend your credits and try new features of DFS Viewer that come with the latest release, such as follow-me mode with distance measuring and time-gaps video exports which are amazing! Surely you can first try it on your own at ai.datafromsky.com for free! 🚗 🚌 🚛 🚜 🚲 🛵


We wish you a wonderful Christmas time. 💙


#software #artificalintelligence #digitaltransformation #datavisualization #ai #analytics #data #drones #smartcities #uav

#trafficmonitoring #safetyanalysis #trafficengineering #camera #traffic #planning #transportation #video #automating 

#research #christmasoffer

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New version of DFS Viewer!

📣 DataFromSky released a new version of Viewer with an amazing set of traffic analytic and visualization functions. Especially a follow-me mode with distance measuring and time-gaps video exports are awesome! Look at the videos and try it for free at ai.datafromsky.com on your own! 🚗 🚌 🚛 🚲🛵


New release comes with a lot of updates, bug fixes, and other improvements including:


➡️ user georegistration – if you need speed, acceleration, and distance-based data

➡️ increase the precision of localization – up to 30 cm

➡️ improved visualization of time and distance gaps – new level of data understanding

➡️ video contrast and brightness adjustment – for perfect video presentation of your traffic survey

➡️ tags – give the object names you need

➡️ license plate support – complete framework for filtration, export, and visualization

➡️ traffic analytic features permissions – share your traffic data with your clients and select which analytical functions will be allowed for them (only for licensed versions)

➡️ automatic updates – never miss a new version of Viewer


Some of them would not have been possible without the help of the great DataFromSky community. Thank you all and don’t forget to share this post! 💙


#traffic #data #atrificialintelligence #trafficengineering #uav #analyze #cameras software digitaltransformation datavisualization ai analytics drones smartcities trafficmonitoring safetyanalysis camera planning transportation video automating research

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