AI on Devices & Smart Systems
PRM.DEV designs and implements artificial intelligence solutions for embedded devices and real-time systems. We work with neural networks, computer vision and hardware accelerators, select the optimal model and adapt it to a specific platform. We assess the task, propose implementation options, and account for constraints related to heat, power, memory and the cost of the final product.
What we do
  • Porting and running a neural network on a specific accelerator (NPU).
  • Annotating the video stream and delivering ready-to-use data to the user.
  • Selecting the optimal model, training and fine-tuning.
  • Running multiple neural networks in parallel on a single device.
  • Evaluating performance on target hardware.
  • Post-processing inference results.
Where we apply AI

  • Automotive & Urban Systems

    Monitoring systems, facial recognition, navigation, ADAS functions, V2X communications, intelligent cameras.

  • Industrial Automation & Robotics

    Predictive analytics, process control, robots and manipulators, quality control and optimization.

  • Security & 3D Mapping

    Video analytics, access control, event detection, 3D spatial mapping based on cameras and lidars for navigation and monitoring.
  • Video & Interactive Services

    Voice control, content-based recommendations, and streaming video processing for TV and online platforms.

  • Agriculture

    Computer vision for precision fertilizer application, plant health assessment, and analysis of agricultural machinery operations.

  • Construction

    3D maps of construction sites, PPE compliance monitoring, predictive equipment diagnostics, asset movement analysis and loss prevention.

  • Sports Analytics

    From automated AI cameras to training analysis, improved safety and fan engagement.
Technology Stack
  • Hardware Platforms and SoCs
    • Renesas DRP-AI, Renesas RZ/V2M
    • Ambarella CVflow
    • NVIDIA Jetson, NVIDIA TAO
    • Intel Myriad VPU, Intel OpenVINO
    • Google Coral
    • Lattice sensAI
  • Frameworks and Tools
    • TensorFlow
    • PyTorch
    • Broadmann17
    • Visage SDK
    • AWS IoT Core
Ready to integrate AI into your product? Contact us — the PRM.DEV team will select the architecture, platform, neural network and suitable technology stack to meet your requirements.
Get in touch
Our offices
Minsk
20/11 Olshevskogo St., Room 27
220073 Minsk, Republic of Belarus
Innopolis
Universitetskaya St., 7, room 7
420500, Innopolis, Republic of Tatarstan
Phone: +375173884242
Email: rnd@prm.dev
Contact us to discuss your engineering challenges
We will offer you the best solution!
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