Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2203 followers · 1413 posts · Server fosstodon.org
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
#deeplearning #spatiotemporal #mobilitydatascience #trafficvolume #trafficflow #geotorchai #GeoAI
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2176 followers · 1231 posts · Server fosstodon.org
Did you know that @movingpandas also supports local image coordinates?
Currently working on 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
#bicycle #video #openscience #mobilityanalytics #mobilitydatascience #mobility #movingpandas #trafficflow #planning #cycling #trafficbehavior
Fenjan🦖 · @fenjan
28 followers · 672 posts · Server sigmoid.social
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
#phd #datahyking #machinelearning #vehicles #trafficflow #phdPosition
Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2090 followers · 858 posts · Server fosstodon.org
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 was using natural language #NLP #Transfomers to predict #Traffic volumes
#deeplearning #bmda2023 #locationclassification #arrivaltimeprediction #trafficflow #prediction #trajectory #classification #AnomalyDetection #syntheticdatageneration #nlp #Transfomers #traffic #edbt2023