EXPERTISE

Embedded
Vision Systems

iENSO brings decades of specialized experience to the design, development, and manufacture of embedded vision systems, subsystems and modules.

Imaging and Optics Expertise

  • Image Processing – customization of exposure, white balance, noise reduction, and more
  • Image Quality – matching and tuning of lens, sensor, and image data processing technology matching
  • Optics – selection and Integration of optical components to ensure precise lens alignment
Imaging and Optics Expertise

Hardware Engineering Expertise

  • Power Optimization to exploit sensor and SoC modes and optimize data processing loads to extend battery life
  • Connectivity including MIPI/CSI, SDI, USB, ETH and PoE to Wi-Fi, LoRa, and emerging cellular and 5G
  • Ruggedization to meet an array of IEC and Ingress Protection (up to IP67) standards
  • Cybersecurity including advanced security features across hardware, software, and cloud systems

Embedded Firmware
Engineering Expertise

  • Embedded firmware development including solutions tailored for advanced imaging and video applications for the world’s largest camera companies.
  • Unified Platform supporting a range of SoC and FPGA platforms with firmware that scales seamlessly to meet application requirements without fundamental code rewrites.
Embedded Firmware
 Engineering Expertise

Video Cloud Development Expertise

  • Cloud Development including secure solutions for large-scale, dynamic, highly sensitive applications.
  • 3rd Party Cloud Integration to support seamless interoperability with bespoke and commercial clouds
  • WebRTC solutions including low-latency, high-quality video and audio solutions supporting efficient, real-time cross-platform communication.
Video Cloud 
Development Expertise

AI/ML Expertise

Edge AI Integration including proprietary, partner and off-the-shelf ML models to support specific business needs while reducing operational costs and enhancing response times.

ML Model Development through our extensive ML development partner ecosystem.

  • Video and Audio based Edge AI Integration leveraging proprietary, partner-developed, and off-the-shelf machine learning models to address specific business objectives, optimize operational efficiency, and improve real-time responsiveness.
  • Model compression and hardware specific tuning to maintain performance while maximizing hardware utilization.
  • Integrating and deploying real-time multimodal Large Language Models (LLMs) and Video Language Models (VLMs) across diverse hardware platforms to enable a wide range of applications and use cases.

iENSO can offer custom ML Model Development through our extensive ML development partner ecosystem.

AI/ML Expertise

Manufacturing Expertise

  • Manufacturing sourcing through partners in Asia Pacific and North America to suit market, product, and production requirements.
  • NPI including management of setup and establishment of test and image quality procedures in high volume manufacturing environments.
  • Test Tools including custom tools and automation for image quality verification, product quality, defect detection and more.
  • QA/Inspection including rigorous and continuous evaluation of our manufacturing partners’ quality standards and programs.
Manufacturing Expertise