- Docker
- GitHub Actions
- Python
- FastAPI
- Message Broker like NATS
- some form of SQL
- Azure Cloud Hosting for microservices
- Tensorflow cloud GPUs (API server in GPU box)
Carleton University
SYSC4907 Capstone Project - Using Object Detection to Enhance Laboratory Safety.
- Canada
Popular repositories Loading
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stream-ingest-service
stream-ingest-service PublicThe Stream Ingest Service is responsible for receiving and processing the continuous video streams from all connected cameras. It extracts image frames, applies pre-processing steps, and runs them …
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alerting-service
alerting-service PublicThe Alerting Service is in charge of managing notifications and tracking PPE violations. It subscribes to relevant event topics from the Event Broker and determines which alerts should be escalated…
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authentication-service
authentication-service PublicThe Authentication Service handles all aspects of user identity and access control. It verifies user credentials, and manages session lifecycles for lab supervisors, teaching assistants, and admini…
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configuration-service
configuration-service PublicThe Configuration Service acts as the source of truth for all safety policies, lab configurations, and system parameters. It manages data related to PPE requirements, camera metadata, and notificat…
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mobile-application
mobile-application PublicThe mobile application serves as the main user interface for lab supervisors and staff. It allows users to use the system and customize their experience.
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event-broker
event-broker PublicThe Event Broker serves as the system’s asynchronous communication architecture, by decoupling producers and consumers of events and enabling reliable, scalable message delivery.
Repositories
Showing 8 of 8 repositories
- .github Public
ppe-detection/.github’s past year of commit activity - event-broker Public
The Event Broker serves as the system’s asynchronous communication architecture, by decoupling producers and consumers of events and enabling reliable, scalable message delivery.
ppe-detection/event-broker’s past year of commit activity - mobile-application Public
The mobile application serves as the main user interface for lab supervisors and staff. It allows users to use the system and customize their experience.
ppe-detection/mobile-application’s past year of commit activity - configuration-service Public
The Configuration Service acts as the source of truth for all safety policies, lab configurations, and system parameters. It manages data related to PPE requirements, camera metadata, and notification routing rules.
ppe-detection/configuration-service’s past year of commit activity - authentication-service Public
The Authentication Service handles all aspects of user identity and access control. It verifies user credentials, and manages session lifecycles for lab supervisors, teaching assistants, and administrators.
ppe-detection/authentication-service’s past year of commit activity - alerting-service Public
The Alerting Service is in charge of managing notifications and tracking PPE violations. It subscribes to relevant event topics from the Event Broker and determines which alerts should be escalated to supervisors.
ppe-detection/alerting-service’s past year of commit activity - stream-ingest-service Public
The Stream Ingest Service is responsible for receiving and processing the continuous video streams from all connected cameras. It extracts image frames, applies pre-processing steps, and runs them through the Object Detection Model to determine whether individuals in the lab are properly wearing their required protective equipment.
ppe-detection/stream-ingest-service’s past year of commit activity
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