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GitHub / sergio11 / traffic_sentinel_architecture

🚀 Traffic Sentinel: A scalable IoT system using Fog nodes and Apache Flink to process 📷 IP camera streams, powered by YOLO for intelligent 🚗 traffic monitoring on highways. 🛣️

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sergio11%2Ftraffic_sentinel_architecture

Stars: 6
Forks: 0
Open Issues: 1

License: mit
Language: Python
Repo Size: 73.9 MB
Dependencies: 68

Created: almost 7 years ago
Updated: 6 months ago
Last pushed: 6 months ago
Last synced: 6 months ago

Topics: apache-nifi, flask, flink, flink-stream-processing, fog, fog-computing, iot-platform, minio, minio-server, mongodb, nifi, nifi-processor, redis, tkinter, ultralytics, vault, vehicle-detection, vehicle-tracking, yolo

Files

Readme

Dependencies

data-orchestration-layer/docker-compose.yml docker

data-orchestration-layer/nifi/Dockerfile docker

apache/nifi 1.12.0 build

data-services-layer/cameras/Dockerfile docker

python 3.8-slim-buster build

data-services-layer/docker-compose.yml docker

haproxytech/haproxy-alpine 2.7
ssanchez11/smart_highway_net_cameras_service 0.0.1
ssanchez11/smart_highway_net_fog_service 0.0.1
ssanchez11/smart_highway_net_notifier_service 0.0.1
ssanchez11/smart_highway_net_provision_service 0.0.1
ssanchez11/smart_highway_net_stream_service 0.0.1
ssanchez11/smart_highway_net_users_service 0.0.1

data-services-layer/fog/Dockerfile docker

python 3.8-slim-buster build

data-services-layer/notifier/Dockerfile docker

python 3.8-slim build

data-services-layer/provision/Dockerfile docker

python 3.8-slim-buster build

data-services-layer/stream/Dockerfile docker

python 3.8-slim-buster build

data-services-layer/users/Dockerfile docker

python 3.8-slim-buster build

data-storage-layer/docker-compose.yml docker

haproxytech/haproxy-alpine 2.7
minio/minio latest
mongo latest
redis latest
vault 1.8.4

fog-stream-processing-layer/docker-compose.yml docker

ssanchez11/smart_highway_net_fog_node 0.0.1

fog-stream-processing-layer/fog/Dockerfile docker

python 3.8-slim build

management-monitoring-layer/docker-compose.yml docker

mongo-express latest
tchiotludo/akhq latest

real-time-data-processing-layer/docker-compose.yml docker

ssanchez11/smart_highway_net_job_manager_flink 0.0.1
ssanchez11/smart_highway_net_task_manager_flink 0.0.1

real-time-data-processing-layer/jobmanager/Dockerfile docker

flink 1.17.1 build

real-time-data-processing-layer/taskmanager/Dockerfile docker

flink 1.17.1 build

data-services-layer/cameras/requirements.txt pypi

Flask ==3.0.0
PyJWT ==2.8.0
gunicorn ==20.1.0
minio ==7.1.17
pymongo ==4.5.0

data-services-layer/fog/requirements.txt pypi

flask ==3.0.0
gunicorn ==20.1.0
hvac ==1.2.1
pymongo ==4.5.0
redis ==3.5.3

data-services-layer/notifier/requirements.txt pypi

paho-mqtt ==1.5.1
redis ==3.5.3

data-services-layer/provision/requirements.txt pypi

Flask ==3.0.0
gunicorn ==20.1.0
jwt ==1.3.1
pymongo ==4.5.0

data-services-layer/stream/requirements.txt pypi

Flask ==3.0.0
Flask-SocketIO ==5.3.6
PyJWT ==2.8.0
confluent-kafka ==2.2.0
gunicorn ==20.1.0
pymongo ==4.5.0

data-services-layer/users/requirements.txt pypi

Flask ==3.0.0
PyJWT ==2.8.0
gunicorn ==20.1.0
pymongo ==4.5.0

fog-stream-processing-layer/fog/requirements.txt pypi

opencv-python-headless ==4.8.1.78
paho-mqtt ==1.5.1
requests ==2.26.0

management-monitoring-layer/monitor/requirements.txt pypi

python-socketio ==5.10.0

Gemfile rubygems

json >= 0
redis >= 0
vault >= 0

Gemfile.lock rubygems

aws-eventstream 1.2.0
aws-sigv4 1.6.0
bundler 2.4.10
json 2.6.3
vault 0.17.0