1. Data Ingestion Layer

Purpose: Collect data from the dashcam and other real-time sources.

Components

Dash Camera Data Capture

• High-resolution cameras capture video data

• GPS module logs location data

API Integrations

• Social Media APIs: Fetch data on rallies, protests, or VIP movements

• Weather APIs: Retrieve real-time weather alerts

• Traffic APIs: Get current traffic conditions

Sensor Data

• Sensors for object detection

Process

• Continuous streaming from dashcam to processing unit

• Periodic batch requests from external APIs