ReFocus

Embedded Vision Insights | Q3 FY 2025-26

FY 2025-26 | Q3 Newsletter

Welcome to the Q3 edition of ReFocus for FY 2025--26!

From Edge AI compute to sensor fusion, from proactive safety to real-world deployments, this quarter's ReFocus brings together the technologies shaping Physical AI at the edge.

Product Spotlight

Discover our latest innovations in embedded vision technology

Product Announcement

Introducing Darsi Pro — Edge AI Vision Box

NEdge AI Vision Box

As edge AI workloads grow in complexity, system architects increasingly need compact, rugged, and highly scalable compute platforms that can process massive visual and sensor data in real time.

To address this need, e-con Systems® is launching its first NVIDIA® Jetson-powered Edge AI Vision Box — Darsi Pro at CES 2026, taking place from January 6–9, 2026, at the Las Vegas Convention Center (LVCC), North Hall, Booth #9574.

Darsi Pro is purpose-built for advanced autonomous and Physical AI applications, with live demonstrations planned across:

Mobility & Autonomous Systems
Robotics
Intelligent Traffic Systems (ITS)

Key Capabilities

  • Extensive camera compatibility — Supports seamless integration with e-con Systems' wide range of embedded cameras, offering flexibility to select the right imaging module for diverse vision applications.
  • Multi-sensor fusion — Supports synchronized inputs from cameras, LiDAR, radar, IMUs, and other sensors using Precision Time Protocol (PTP) for real-time perception and decision-making.
  • Flexible connectivity — Dual GbE with PoE, USB 3.2, HDMI, CAN, GPIO, IMU and wireless modules for deployment across diverse environments and mobility platforms.
  • Cloud management — e-con's CloVis Central™, the powerful cloud-based device management platform enables secure OTA updates, remote configuration, device and health monitoring.
  • Industrial-grade reliability — Built with a rugged enclosure for wide operating temperature range and field-ready durability for demanding indoor and outdoor environments.

Additional Darsi variants are in development, including a PoE-based model and support for NVIDIA Jetson Thor.

View All Recent Product Launches

Explore Our Resources

In-depth analysis and technical insights for your vision projects

Webinar

Joint Webinar: Real-Time AI Sensor Fusion with e-con Systems' Holoscan Camera Solutions Using Lattice FPGA for NVIDIA Jetson Thor Platform

As AI systems increasingly rely on multiple sensors, efficient aggregation and synchronization become critical challenges.

In an exclusive technical webinar hosted by e-con Systems®, NVIDIA®, and Lattice Semiconductor®, experts demonstrated how Holoscan camera solutions leverage Lattice FPGAs to bridge and synchronize diverse sensor inputs on the NVIDIA Jetson Thor platform.

    Key insights you'll gain:
  • A deep understanding of the Holoscan Sensor Bridge concept using Lattice FPGAs to aggregate multiple sensor inputs such as cameras, IMU, GPS, and radar.
  • How e-con Systems' Holoscan camera solutions deliver real-time 4K streaming with ultra-low latency for AI workloads.
  • The benefits of the e-con's proprietary TintE ISP in enhancing image quality while reducing GPU load and improving overall system efficiency.
  • How NVIDIA Jetson Thor integration drives next-generation performance for industrial automation, humanoid robotics, and edge AI applications.
Watch Webinar
Real-Time AI Sensor Fusion with e-con Systems' Holoscan Camera Solutions Using Lattice FPGA for NVIDIA Jetson Thor Platform
Empowering Proactive Occupational Safety and Health with AI-Powered Vision Solutions
Webinar

Empowering Proactive Occupational Safety and Health with AI-Powered Vision Solutions

TTraditional occupational safety approaches often rely on incident reporting after the fact. However, modern industries are increasingly shifting toward proactive safety management, enabled by real-time perception.

In our recent webinar, e-con Systems hosted an in-depth session on how AI-powered vision systems are transforming Occupational Safety and Health (OSH) across industrial and on-site environments.

    Key Takeaways
  • Empowering Proactive Occupational Safety and Health with AI-Powered Vision Solutions
  • See how advanced camera features are redefining OSH standards
  • Learn from our real-world success stories in vision-driven occupational safety
Watch Webinar
Powering Next-Generation Multi-Lane Free-Flow (MLFF) Tolling with End-to-End Vision Solutions
Case Study

Powering Next-Generation Multi-Lane Free-Flow (MLFF) Tolling with End-to-End Vision Solutions

Modern tolling infrastructure requires high accuracy, minimal latency, and reliable outdoor performance—often under power and environmental constraints.

e-con Systems developed a comprehensive end-to-end vision AI platform for Multi-Lane Free-Flow (MLFF) tolling, combining:

  • A 5MP global shutter camera with motorized zoom optics
  • An Ambarella encoder
  • A complete edge software stack
  • A rugged IP67-rated enclosure, optimized for solar-powered roadside deployments

The solution enabled:

  • Accurate vehicle detection and classification
  • Occupancy monitoring
  • Dynamic pricing through seamless integration with the client’s Raspberry Pi–based infrastructure.
Read Case Study

Podcast - Vision Vitals

Our exclusive podcast series covering embedded vision, AI, and real-world use cases

Embedded Vision Knowledge Hub

Stay ahead with our latest insights and expert blogs

Global Trade Show Highlights

We showcased live demos and met innovators at

Q3 2025

IMC 2025 & Traffic InfraTech 2025

New Delhi, India
Q3 2025

RoboBusiness 2025

California, USA
Q3 2025

Robot World 2025

Seoul, South Korea
Q3 2025

iREX 2025

Tokyo, Japan

Don't Miss Our Latest Videos

Explore our video library for technical insights and product demonstrations

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How Automated Toll Systems Use ALPR Cameras for Multi-Lane Free-Flow Accuracy

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