Dashcam & Edge AI | GeoSparrow Innovations

In an era where infrastructure and safety demand real-time responses, traditional video recording is no longer enough. Our Dashcam & Edge AI solution integrates high-definition visual capture with on-device deep learning. By processing data locally on the vehicle, we eliminate the lag of cloud-only systems, providing instant intelligence for road surveys, traffic analysis, waste management and industrial safety.

Core Technology: Intelligence at the Edge

Unlike standard dashcams that simply record footage to an SD card, our Edge AI-enabled systems "see" and "understand" the environment in real-time.

Real-Time Inference

On-board processors (GPUs) run computer vision models locally, detecting hazards and assets without needing a stable 4G/5G connection.

Data Minimization

Only critical events and metadata are uploaded to the cloud, reducing bandwidth costs by up to 80%.

Precision Geotagging

Every detected object or road defect is automatically synced with high-precision GPS and IMU sensor data for sub-meter location accuracy.

Primary Application: Road Inspection & Urban Governance

We help municipalities, ULBs, and engineering firms transition from manual audits to automated, AI-driven urban monitoring.

1. Automated Pavement & Road Surface Inspection

• Distress Mapping: Automatically detect and categorize potholes, cracks (longitudinal, transverse, alligator), and raveling.
• Severity Scoring: AI models assign a condition index to road segments based on the density and type of defects to prioritize maintenance budgets.

2. Waste Management & ULB Monitoring

• Garbage Vulnerable Point (GVP) Detection: Automatically identify and geotag unauthorized garbage dumping sites or "Black Spots." The AI Brain tracks these spots over time to help ULBs move from fixed cleaning to demand-driven sanitation.

• Bin Overflow & Collection Audit: Detect secondary waste collection bins and their fill-levels. The system verifies if bins were picked up on schedule, ensuring 100% SLA compliance for waste contractors.

• Street Cleanliness Scoring: The AI scans for litter, construction debris, and animal carcasses, providing municipal commissioners with a "Ward-wise Cleanliness Index."

• Public Asset Health: Detect broken streetlights, leaning poles, or damaged manhole covers during routine vehicle patrols, triggering automated work orders in the city's central ERP.

3. Road Asset Inventory & Management

• Inventory Detection: Automatically identify and log the location of traffic signs, poles, and guardrails to maintain a live Digital Twin of roadside infrastructure.
• Signage Audit: Detect faded, damaged, or obscured traffic signs that fail to meet safety standards.

Cross-Industry Applications

Industry	Key Use Case	Strategic Benefit
Logistics & Fleet	Driver Behavior Monitoring	Detects drowsiness and distraction to reduce accidents by 80%.
Construction	Site Safety & Access	Monitors heavy machinery and ensures 100% PPE compliance.
Utilities	Encroachment Detection	Inspects corridors for vegetation overgrowth or unauthorized structures.
Mining	Proximity Alerts	Provides 360° collision avoidance for haul trucks in low-visibility.
Waste & ULB	Sanitation Audits	Real-time tracking of GVP spots and overflowing bin alerts.
Insurance	Automated Claims	Provides instant FNOL with AI-validated accident reconstruction.

Key Features of Our Solution

ADAS & DMS Integration

Advanced Driver Assistance (lane departure, forward collision) and Driver Monitoring (fatigue/phone detection).

Privacy-First Design

On-device face and license plate blurring ensures compliance with global privacy regulations like GDPR/CCPA.

Ruggedized Hardware

Industrial-grade builds designed to withstand extreme temperatures and constant vehicle vibration.

Cloud Analytics Dashboard

A centralized "Command Center" to review high-priority alerts, generate municipal reports, and manage fleet-wide deployments.