SMART SECURITY SURVEILLANCE WITH MASK R-CNN
Descrição da oferta de emprego
This system should utilize Mask R-CNN for real-time object detection and segmentation from security camera feeds.
The primary aim is to detect human figures, and provide alerts for specific suspicious activities such as loitering, intrusion, and vandalism.
Key Requirements.
- Implement a web dashboard as the visual interface for monitoring.
- Use of Mask R-CNN for real-time object detection and segmentation.
- Ability to detect human figures from security camera feeds.
- System should be capable of alerting for loitering, intrusion, and vandalism.
- Ensure the system supports various security camera models and brands.
- Incorporate secure user authentication methods to access the web dashboard.
- Enable real-time alerts to be sent to mobile devices via SMS or push notifications.
- Allow users to customize alert sensitivity and thresholds from the web dashboard.
- Allow the system to handle multiple camera feeds concurrently.
- Implement logging of detected activities and alerts for historical review.
- Support cloud storage for recorded footage and detected activities.
- Design the system to be scalable for future expansion and increased camera coverage.
- Implement a mechanism for updating the AI models to improve detection accuracy over time.
Ideal Skills and Experience.
- Extensive knowledge and experience in developing security systems.
- Proficiency in using Mask R-CNN for object detection.
- Experience in creating interactive web dashboards.
- Understanding of machine learning and computer vision principles.
The system should send email notifications for suspicious activities.
The system is intended to operate independently without integration with existing security systems.
The system should be deployed as a cloud-based solution.
The system should prioritize SMS for real-time alerts.
The web dashboard should be developed using React.
The system should be deployed using AWS services.
Include admin and user roles with varying permissions.
The system should generate monthly custom reports with detailed analysis of detected activities.
The monthly custom reports should include detailed analysis such as specific event timelines, alert classifications, and trend analysis.
The system should aim for moderate accuracy in object detection and activity alerts.
Python Web Development OpenCV Cloud Data ID do Projeto.
# Sobre o projeto 3 propostas Aberto para ofertas Projeto remoto Ativo em 8 minutos atrás
Detalhes da oferta
- Indeterminado
- Em todo Portugal
- Indeterminado - Indeterminado
- 21/11/2024
- 19/02/2025
We use our experience and the power of ict to shape the future of society with our customers... if you want to work alongside people with different ideas, in an inclusive business that will welcome you and support you, come and co-create the future at fujitsu... requisitos do trabalho requirements: mandatory......
We use our experience and the power of ict to shape the future of society with our customers... if you want to work alongside people with different ideas, in an inclusive business that will welcome you and support you, come and co-create the future at fujitsu... requisitos do trabalho mandatory proficiency......
We use our experience and the power of ict to shape the future of society with our customers... if you want to work alongside people with different ideas, in an inclusive business that will welcome you and support you, come and co-create the future at fujitsu... requisitos do trabalho mandatory proficiency......
We use our experience and the power of ict to shape the future of society with our customers... if you want to work alongside people with different ideas, in an inclusive business that will welcome you and support you, come and co-create the future at fujitsu... requisitos do trabalho requirements: mandatory......
We use our experience and the power of ict to shape the future of society with our customers... if you want to work alongside people with different ideas, in an inclusive business that will welcome you and support you, come and co-create the future at fujitsu... requisitos do trabalho mandatory proficiency......
We use our experience and the power of ict to shape the future of society with our customers... if you want to work alongside people with different ideas, in an inclusive business that will welcome you and support you, come and co-create the future at fujitsu... requisitos do trabalho mandatory proficiency......
We use our experience and the power of ict to shape the future of society with our customers... if you want to work alongside people with different ideas, in an inclusive business that will welcome you and support you, come and co-create the future at fujitsu... requisitos do trabalho requirements: mandatory......
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