Lane and ramp closures will constrict traffic flow on Highway 417 in downtown Ottawa between Friday night and Monday morning.
https://www.cbc.ca/news/canada/ottawa/highway-417-ottawa-preston-kent-construction-9.7223066?cmp=rss
Chennai to get bus priority lanes for better traffic mgmt; 471 bus route roads of GCC & ones handed over by Highways Dept to get priority measures; recessed bus bays, kerb lane for buses, priority at traffic signals, ITES-enabled high-tech bus fleet for BRTS.
What got me particularly excited about @geotorchai is the mention of applications of #DeepLearning on #spatiotemporal non-imagery datasets, including #MobilityDataScience prediction tasks such as: #TrafficVolume and #TrafficFlow prediction
GeoTorchAI: A Spatiotemporal Deep Learning Framework (https://dl.acm.org/doi/abs/10.1145/3557915.3561036) - GitHub - DataSystemsLab/GeoTorchAI: GeoTorchAI: A Spatiotemporal Deep Learning Framework ...
Did you know that @movingpandas also supports local image coordinates?
Currently working on a demo using #bicycle tracks extracted from #video footage 🚴🎥 published by @mszll
https://arxiv.org/abs/2211.01301
#openscience #MobilityAnalytics #MobilityDataScience #mobility #MovingPandas #TrafficFlow #planning #cycling #TrafficBehavior
Contemporary street design prioritizes vehicular traffic flow and assumes compliant road users. However, actual human behavior is typically neglected, especially of cyclists, leading to streets with inadequate wayfinding and protection from vehicular traffic. To improve planning, here we develop a computational method to detect cyclist trajectories from video recordings and apply it to the Dybbølsbro intersection in Copenhagen, Denmark. In one hour of footage we find hundreds of trajectories that contradict the design, explainable by the desire for straightforward, uninterrupted travel largely not provided by the intersection. This neglect and the prioritization of vehicular traffic highlight opportunities for improving Danish intersection design.
date: 2023-04-14 13:35:52
by: Maison de l'Europe et des Territoires
Last days to apply for a #PhD position in the MSCA Joint Doctorates Network #DATAHYKING
👉Infos: https://datahyking.eu/?page_id=39
📅 April 15th 2023
@Ulysseus_eu
#machinelearning #vehicles #trafficflow
🐦🔗: https://twitter.com/twitter/statuses/1646869883777417216
#PhdPosition
It's been a pleasure to present our #DeepLearning from Trajectory Data review paper at #BMDA2023
https://www.datastories.org/bmda23/BMDA23Program.html
Our review covers 8 use cases:
1. #LocationClassification
2. #ArrivalTimePrediction
3. #TrafficFlow #prediction
4. #Trajectory prediction
5. Trajectory #classification
6. Next location prediction
7. #AnomalyDetection
8. #SyntheticDataGeneration
The price for most surprising approach 🏆 goes to natural language #NLP #Transfomers for #Traffic volume prediction