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Texas Instruments

Embedded Edge AI Partner

Overview

Neurealm is poised to deliver highly optimized software solutions for engineers using Texas Instruments processors in robotics and other industrial systems.

AI Software Applications

Deep Learning based Sensor AI applications

  • Perception for mobility (Camera, Lidar and Radar, with sensor fusion)
  • Video Analytics (Object Detection, Anomaly Detection)
  • Audio Analytics (Noise Suppression, Voice Activity Detection)
AI Software Applications
AI Software Applications

Autonomous Robotic Systems

Robotics Software Development

  • Sensor Integration, Platform development for quick prototyping
  • Developing custom applications and use cases
  • ROS-docker for easy development, testing & deployment
  • Navigation stack development
  • Motion Controller
  • Path Planning
  • Localization on pre-build map using SLAM techniques
  • Implementation of Integrated perception pipelines with optimized Deep Learning models

TI Processors

Software Stack Services for TI Processors

  • Gstreamer based custom plugin and pipeline development
  • Vision and Audio AI integration
  • Low level software, high speed driver and OS porting services
  • Development of Software on Multicore Systems
  • RTOS, Bare metal and firmware development
  • Porting of Linux docker for rapid delivery thereby reducing the time to deploy new application containers
TI Processors

Embedded edge AI expertise

Texas Instruments offers embedded processors, software and tools for embedded edge AI systems such as smart cameras, industrial robots, autonomous machines, drones, and next-generation vehicles.

Our SoCs include advanced integration of computer vision and deep learning accelerators and large internal memory, which enables high-speed AI and helps you reduce system power and cost. In addition, our software development makes application programming simple and hardware-accelerated inference easy to achieve. You can accelerate computer vision and deep learning with Python and industry standard APIs (TensorFlow Lite, ONNX Runtime, TVM, GStreamer, Docker, ROS, OpenESGL). There is no hand-tooling required. Learn more about our practical edge AI solutions: https://www.ti.com/edgeai

Demo Showcase

Enabling Intelligent Autonomous Mobility

Autonomous Navigation

AI-based Protective Gear Detection Platform