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AI Traffic System: Designed a traffic management system using computer vision to detect vehicle density and automatically adjust signal timing. Improved traffic flow efficiency with ML-based predictions.

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Data_ana.py
Data_ana.py
 
 
Plot.py
Plot.py
 
 
README.md
README.md
 
 
adaptive_signal_control.csv
adaptive_signal_control.csv
 
 
adaptive_signal_control.xlsx
adaptive_signal_control.xlsx
 
 
adaptive_signal_control_city.xlsx
adaptive_signal_control_city.xlsx
 
 
adaptive_signal_weighted.xlsx
adaptive_signal_weighted.xlsx
 
 
adaptive_signal_weighted_graph.xlsx
adaptive_signal_weighted_graph.xlsx
 
 
adaptive_signals.xlsx
adaptive_signals.xlsx
 
 
build.bat
build.bat
 
 
config.sumocfg
config.sumocfg
 
 
dashboard_data.json
dashboard_data.json
 
 
data.py
data.py
 
 
edgeData.xml
edgeData.xml
 
 
main.py
main.py
 
 
map.osm
map.osm
 
 
mycity.net.xml
mycity.net.xml
 
 
mycity.rou.xml
mycity.rou.xml
 
 
osm.bus.trips.xml
osm.bus.trips.xml
 
 
osm.motorcycle.trips.xml
osm.motorcycle.trips.xml
 
 
osm.net.xml
osm.net.xml
 
 
osm.net.xml.gz
osm.net.xml.gz
 
 
osm.netccfg
osm.netccfg
 
 
osm.passenger.trips.xml
osm.passenger.trips.xml
 
 
osm.poly.xml.gz
osm.poly.xml.gz
 
 
osm.polycfg
osm.polycfg
 
 
osm.rail.trips.xml
osm.rail.trips.xml
 
 
osm.rail_urban.trips.xml
osm.rail_urban.trips.xml
 
 
osm.sumocfg
osm.sumocfg
 
 
osm.truck.trips.xml
osm.truck.trips.xml
 
 
osm.view.xml
osm.view.xml
 
 
osm_bbox.osm.xml.gz
osm_bbox.osm.xml.gz
 
 
output.add.xml
output.add.xml
 
 
randomTrips.py
randomTrips.py
 
 
run.bat
run.bat
 
 
stats.xml
stats.xml
 
 
sumo.py
sumo.py
 
 
traffic_control.py
traffic_control.py
 
 
traffic_counts.csv
traffic_counts.csv
 
 
traffic_management.db
traffic_management.db
 
 
tripinfos.xml
tripinfos.xml
 
 
trips.trips.xml
trips.trips.xml
 
 
vehicle_dect.py
vehicle_dect.py
 
 
yolo_opencv.py
yolo_opencv.py
 
 
yolov8n.pt
yolov8n.pt
 
 

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AI Traffic System: Designed a traffic management system using computer vision to detect vehicle density and automatically adjust signal timing. Improved traffic flow efficiency with ML-based predictions.

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AI Traffic System: Designed a traffic management system using computer vision to detect vehicle density and automatically adjust signal timing. Improved traffic flow efficiency with ML-based predictions.

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