Developer Resources
contact usContact Us
LoginLogin / Register
Camera ApplicationsSmart Surveillance

Enhancing Fire Safety in Industrial and Public Spaces with Embedded Vision Systems

Ram Prasad
by Ram Prasad
Industrial sites, transport terminals, and public venues face a high risk of fire due to the combination of dense equipment, flammable materials, and crowded spaces. Traditional detection technologies rely on smoke or heat reaching a sensor, which delays the alarm. So, by the time smoke density triggers a detector, critical......
Camera ApplicationsSmart Retail

How to Select the Best Camera Interface to Boost Retail Success

Ranjith Kumar
by Ranjith Kumar
Interface choice shapes bandwidth, reach, latency, and host support, which directly influences vision performance in-store. For instance, USB 3.1 accelerates kiosk-grade deployments with short runs and broad OS support. And MIPI CSI-2 shines in tightly integrated edge devices. The right pick removes bottlenecks and simplifies rollout across formats and locations....
Camera ApplicationsSmart Retail

How Embedded Vision Is Helping Modernize and Future-Proof Retail Operations

Ranjith Kumar
by Ranjith Kumar
Physical stores are evolving into responsive environments where cameras turn shelves, kiosks, and checkouts into real-time data sources. Vision systems now handle product recognition, price checks, plan-o-gram compliance, and loss prevention while improving queue flow and in-store engagement. In this blog, you’ll get a preview of what our latest white...
Camera ApplicationsSmart Surveillance

Transforming Railway Safety with AI Vision Cameras for Real-Time Monitoring

Ram Prasad
by Ram Prasad
AI-powered vision cameras have truly increased the effectiveness of railway safety programs. From detecting obstacles to monitoring passengers, embedded vision supports both prevention and response. For example, it helps trigger automated alerts for enabling faster reaction times while reducing reliance on manual processes. In this blog, you’ll get expert insights...
Camera ApplicationsMobility

Complete Guide to Dump Truck Camera Solutions: Must-Have Features and Use Cases

Suresh Madhu
by Suresh Madhu
Dump trucks work amid tight alleys, heavy machinery, and changing light, which puts visibility at a premium. Multi-view camera setups give operators clear awareness during reversing, docking, lifting, and unloading while creating audit-ready records. In-cabin monitoring adds fatigue and distraction detection to improve route safety. In this blog, you see...
Camera ApplicationsPrecision Agriculture & Smart Farming

How Cameras Power AI-Driven Autonomous Weeding Robots in Precision Agriculture

Ram Prasad
by Ram Prasad
Autonomous weeding robots are modernizing agriculture by using AI vision capabilities to identify and remove weeds with speed and consistency. They rely on high-quality imaging to distinguish weeds from crops, even at early stages of growth, and to trigger precise micro-spraying actions. See what it takes for them to operate...
Camera ApplicationsSmart Traffic

Red Light Cameras vs. Traffic Sensors: The Ultimate Guide for Traffic Enforcement

Dilip Kumar
by Dilip Kumar
Intersections create the toughest mix of crashes, congestion, and violations, so cities rely on imaging to bring order and proof. Red light cameras and traffic sensors operate in the same geography yet serve different goals, triggers, and data outputs. Confusing them leads to gaps in coverage and weak program outcomes;...
Camera ApplicationsSmart Retail

How High-Resolution Cameras Power Smarter In-Store Retail Decisions

Ranjith Kumar
by Ranjith Kumar
High-resolution cameras are reshaping in-store retail analytics by capturing granular details needed for inventory tracking, promotion validation, and customer behavior insights. Integrating sensors like the AR2020 empowers retailers to gain expansive coverage with pixel density that enables barcode decoding, OCR, and shelf-level analysis even under low light. Explore in-store analytics...
Camera ApplicationsSmart Traffic

What is a Stop Sign Violation, and How Do Cameras Help Prevent It?

Dilip Kumar
by Dilip Kumar
Stop sign violations pose a serious risk to road users, especially at intersections, pedestrian crossings, and school bus stops. Traditional enforcement through patrols and spot checks leaves many violations unmonitored, but camera-based systems now provide continuous detection. They use multi-trigger activation, ALPR, and more to create verifiable records of violations....
Our Product InsightsPlatform Cameras

How FPGA-Based Frame Grabbers Are Powering Next-Gen Multi-Camera Systems

Prabu Kumar
by Prabu Kumar
FPGA-based frame grabbers are redefining multi-camera vision by enabling synchronized aggregation of up to eight GMSL streams for autonomous driving, robotics, and industrial automation. They overcome bandwidth and latency limits of USB and Ethernet by using PCIe Gen3, while FPGA-driven architecture ensures deterministic performance for real-time analytics. Learn about the...