Intelligent video stream detection platform
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The document describes an intelligent video stream detection platform that uses edge and cloud computing. At the edge level, the platform collects video data from camera arrays using devices like Jetson Nano and Raspberry Pi. It then sends this data to the cloud core using Kafka as a broker. In the cloud, the platform provides benefits like security, crowd monitoring, improved services, and optimized costs. Its key features include edge-level AI, REST APIs, real-time analytics, device-cloud integration, serverless intelligence, and auto-scaling.
Intelligent video stream detection platform
- 1. Intelligent Video Stream Detection Platform Elias Hasnat 12/3/2020
- 2. Platform Details (AI in Edge Level and Cloud Core)
- 3. Low Level Video Collection
- 4. Edge Integration in the Low Level Camera Array
- 5. Using Kafka as Broker
- 6. Jetson Nano
- 7. Jetson AGX Xavier, Nano, Rpi
- 8. Jetson AGX with Camera
- 9. Intelligent Video Platform Benefits 1. Security Solutions 2. Monitoring Crowd 3. Improvement of Services 4. Optimize the cost of operations
- 10. Features 1. Edge Level AI Agent and Rapid Intelligence Improvement 2. Core REST API 3. SignalR Real time Analytics 4. Device to cloud integration 5. Serverless Cloud Intelligence and Model update in Edge level 6. Easy Deployment and Cloud native operations 7. Auto Scale Up and Scale Down with load balancing
- 11. Thank you