The Need for Edge video analytics

The explosion of IoT devices and the demand for real-time intelligence have exposed the limitations of traditional, cloud-centric video analytics. Sending massive video streams to the cloud for processing is no longer a viable solution. The challenges are significant:
  • Latency: The delay in sending data to the cloud and back can be detrimental in mission-critical applications where split-second decisions are paramount.
  • Bandwidth: High-resolution video streams consume enormous bandwidth, leading to prohibitive costs and potential network congestion.
  • Cost: The recurring costs of cloud storage and processing for continuous video streams can be substantial.
  • Privacy & Security: Transmitting sensitive video data to the cloud increases the risk of interception and unauthorized access.
  • Reliability: Cloud-based solutions are dependent on a stable internet connection, making them unsuitable for remote or mobile applications.
Edge Video Analytics is the paradigm shift that addresses these challenges head-on. By processing video data directly on the device (at the "edge"), we unlock a new realm of possibilities for real-time, intelligent applications.
Edge Video Analytics Overview

Our Comprehensive Edge Video Analytics Development Services

Some of the Comprehensive Edge Video Analytics Development Services, Embien offers

1
Reliable and Proven

Custom Algorithm Development

We design and develop bespoke video analytics algorithms tailored to your specific requirements, from object detection and classification to behavioral analysis.

2
Reliable and Proven

Embedded Vision & Sensor Integration

We integrate and optimize a wide range of camera sensors, including RGB, thermal, and depth sensors, to create robust and reliable vision systems.

3
Reliable and Proven

Hardware Acceleration & Optimization

We leverage the power of GPUs, FPGAs, and other hardware accelerators to deliver real-time performance on embedded platforms.

4
Reliable and Proven

Edge-to-Cloud Integration

We design seamless integration with cloud platforms for data storage, model updates, and remote management.

5
Reliable and Proven

Security & Privacy by Design

We implement robust security measures to protect your data and ensure the privacy of your users.

6
Reliable and Proven

System Integration & Deployment

We provide end-to-end system integration and deployment services to ensure a smooth and successful rollout of your solution.

Embien: Pioneering Video Analytics on Embedded Systems

At Embien, we live and breathe embedded systems. With over 15 years of experience, Embien is a proven leader in Edge Video Analytics. Our team excels in designing and developing optimized algorithms for embedded systems, ensuring high performance despite limited resources. We leverage technologies like OpenCV, Gstreamer, and AI frameworks to deliver:
  • Real-time video processing.
  • Low-latency responses.
  • Custom solutions for diverse industries.
From hardware design to software integration, Embien transforms complex challenges into efficient, scalable solutions. Our commitment to innovation and our deep domain expertise make us the ideal partner for your Edge Video Analytics needs.
Intelligent Video Analytics

Our expertise

We understand that building effective Edge AI solutions requires a deep understanding of both hardware and software. Our team of experts excels in:

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Hardware and Software Co-design icon

Hardware and Software Co-design

We meticulously design our solutions to ensure optimal performance on resource-constrained embedded platforms.

Algorithm Optimization icon

Algorithm Optimization

We optimize our video analytics algorithms to deliver maximum accuracy and efficiency, even on low-power devices.

Sensor Integration icon

Sensor Integration

We have extensive experience in integrating a wide range of camera sensors and other IoT devices to create comprehensive solutions.

End-to-end Development icon

End-to-end Development

From concept to deployment, we provide a complete suite of services to bring your vision to life.

The Embien Advantage: Why Partner With Us?

Some of the reasons to partner with us on Edge Video Analytics are

01
Deep Expertise in Embedded Systems
We are not just a software company; we are embedded systems experts with a proven track record of success.
02
Custom-built Solutions
We don't believe in one-size-fits-all solutions. We work closely with you to understand your unique challenges and develop a solution that is tailored to your needs.
03
Focus on Performance and Efficiency
We are obsessed with performance. We optimize our solutions to deliver maximum accuracy and efficiency, even on the most resource-constrained devices.
04
Commitment to Quality and Reliability
We are committed to delivering high-quality, reliable solutions that you can depend on.
05
Transparent and Collaborative Process
We believe in open and honest communication. We work closely with you throughout the entire development process to ensure that your vision is realized.

Video Analysis in Embedded Systems

Processors

Processors

Nvidia Jetson TX2, Nano, Xavier, Renesas RCar, NXP iMX8, Xilinx Kria SoMs etc.

Algorithms

Algorithms

Some of our algorithm’s expertise are CNN, SSD, YOLO, FasterRCNN, and MaskRCN

Frameworks

Frameworks

Intelligent video analytics - Nvidia DeepStream, TensorFlow, OpenCV, PyTorchVideo

Embedded Stack

Embedded Stack

Embedded Linux, Node JS, Angular, WiFi, Gigabit Ethernet, MIPI-CSI camera/ISP etc.

Success Stories

Vehicle dashboard

Automotive Telematics Solution for Fleet Management

CASE STUDY | Security

Challenge: A leading fleet management company required a robust telematics solution to monitor vehicle performance and driver behaviour in real-time.
Solution: Embien developed a custom telematics unit with 4G connectivity, GPS tracking, and CAN bus integration, paired with a cloud-based analytics platform.
Results: Twenty-three percent reduction in maintenance costs Seventeen percent improvement in fuel efficiency Deployment across 2,500+ vehicles

Learn how Embien engineered it in 3 months

Medical Device for Digital Vision Testing

BLOG | Automotive

Click to know about BMS systems

Interrupt Handling in embedded software

INSIGHTS | Technology

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Ready to Unlock the Power of Edge AI?

The future of video analytics is at the edge. Are you ready to embrace it?

15th Year Anniversary