awesome-open-transport
Awesome resources for Open-Source and AI for Transport.
https://github.com/pomodoren/awesome-open-transport
Last synced: 3 days ago
JSON representation
-
Additional Resources
-
AWESOME Resources List
- AWESOME ML Resources
- AWESOME Deep Vision
- AWESOME Datasets (Transportation)
- AWESOME Autonomous Vehicles Material
- AWESOME Satellite Imagery Datasets
- AWESOME Remote Sensing Change Detection
- AWESOME Time Series
- AWESOME Satellite Image Deep Learning
- AWESOME COMPANIES
- AWESOME RL
- AWESOME Trajectory Projections (Auto)
- AWESOME Supply Chain
- AWESOME Mobility Machine Learning - Korea
- AWESOME Companies Mobility
- AWESOME Transit
- AWESOME Artificial Intelligence Guidelines
- AWESOME ML Production
-
Getting Started - IT Infrastructure
-
Getting Started with Transport AI
- Transit Land - public-datasets#transportation)
- HOT-OSM - image-deep-learning/techniques#13-disaster-response), [Evacuation plan](https://www.sciencedirect.com/science/article/abs/pii/S0925753513001562)
- Geospatial Regression
- Geospatial Clustering
- Mobility Data Analysis
- AI4SM
- Geographic Data Science - gis.readthedocs.io/en/latest/index.html)
- Kaggle Transport
- GeoAI MDPI
- IEEE Transactions on Intelligent Transportation Systems
- Journal of Advanced Transportation
- Public Transport
- TransitLab MIT
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Deep Learning Papers Roadmap - s2.0-S0968090X22001206-main.pdf), [Urban Computing Papers](https://github.com/Knowledge-Precipitation-Tribe/Spatio-Temporal-papers/tree/master)
- Example 30MDCh
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
- Public Transport
-
Conferences
- SOTM - conference on OpenStreetMap and related ecosystem
- List of Events
- FOSS4G - conference on OSGeo and related ecosystem
- FOSDEM - general conference on Open-Source - lately has a devroom for transport.
- FOSDEM - general conference on Open-Source - lately has a devroom for transport.
-
-
awesome-open-transport
-
3. OSGeo Ecosystem
- OpenLayers
- Geoserver
- PostGIS - gis.it/fossil/libspatialite/index)
- OSGeo Live
-
2. OpenStreetMap Ecosystem
-
6. Other Tools
- OSMAnd
- Trufi - wand)
- OpenBike
- Arlas
- FleetBase
- Kitenerary - software/TrackIt),[MyOSMatic](https://print.get-map.org/),
- datatools-ui
- timetable_kit - map-*](https://github.com/HSLdevcom), [GTFStoHTML](https://gtfstohtml.com/)
-
1. Open Data Standards
- Netex - RT](https://gtfs.org/realtime/reference/)
- Transport Gov FR - Transport in FR.
- Ontorail - TSI](https://tap-tsi.uic.org/), <s>[S2R-CDM]()</s>, <s>[BITRE]()</s>
- MDS
- GMNS
- Transmodel
- Netex - RT](https://gtfs.org/realtime/reference/)
-
4. Movement Analytics
- OTP - io/navitia), [MOTIS](https://github.com/motis-project/motis), [digitransit](https://github.com/HSLdevcom/digitransit)
- geopy
- R-spatial - spatial.github.io/lwgeom/), [stars](https://github.com/r-spatial/stars), [sfnetworks](https://luukvdmeer.github.io/sfnetworks/)
- OSRM - project/ppr)
- SUMO
- MobilityDB - mobility](https://github.com/scikit-mobility/scikit-mobility)
- gtfs_manager - GO](https://github.com/MIERUNE/GTFS-GO)
- OpenRailRouting - project/osrd)
- TransiTion - trans-ai-lab/grid2demand)
- TransiTion - trans-ai-lab/grid2demand)
-
5. Public Infrastructure
- StreetComplete
- CyIPT
- abstreet - b-street/osm2streets), [abstr](https://github.com/a-b-street/abstr)
- streetmix
- CloudCompare - ELTE/railroad)
- ELVIS - institut/spice_ev), [RAMP Mobility](https://github.com/RAMP-project/RAMP-mobility), [TUMFTM](https://github.com/TUMFTM)
-
7. OS AI
- Accident hotspots using clustering
- (article) Road segmentation
- Link
- Article on Traffic prediction for intelligent transportation
- Traffic prediction at a minute level
- Link
- Article on intervention using mobility data
- (dataset) Crack Instance Segmentation
- (dataset) Pothole Segmentation
- (code) Multicamera Object Tracking
- (code) Road Network Classification
- (code) Road Graph Extraction
- (code) Satellite Crosswalk Classification
- Traffic prediction code summary
- Code - LLM Geo - general application
- (dataset) Road Detections from Microsoft
- (dataset) LibCity Traffic Data Processing tool
- (dataset) Open Traffic Collection
- (dataset) Vehicles Trajectory
-
Programming Languages
Sub Categories
Keywords
deep-learning
10
machine-learning
5
remote-sensing
5
dataset
5
transportation
4
trajectory-prediction
4
traffic
4
gtfs
4
computer-vision
4
object-detection
3
earth-observation
3
satellite-imagery
3
awesome
3
python
3
autonomous-vehicles
3
open-source
3
transit-data
3
transit
3
datasets
3
artificial-intelligence
3
time-series-prediction
2
traffic-prediction
2
spatio-temporal-prediction
2
transportation-planning
2
libcity
2
transport
2
logistics
2
supply-chain-management
2
gis
2
map
2
motion-prediction
2
spatio-temporal
2
trajectory-generation
2
openstreetmap
2
paper
2
object-tracking
1
multi-agent-learning
1
multiagent-reinforcement-learning
1
livestream
1
reinforcement-learning
1
robotics
1
imagezmq
1
trajectory-planning
1
autonomous-driving
1
flask
1
deep-sort
1
camera-stream
1
uav
1
behavior-analysis
1
satellite
1