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AI Solution for Automotive Field

Morpho Automotive Suite™

“Morpho Automotive Suite™” is a total solution that not only provides Morpho’s standard AI products, but also proposes AI customization and additional development to meet each customer’s requirements.

Use Case

  • Self-driving / On-board camera
  • Autonomous vehicle

Function or Purpose

  • Pose estimation
  • Segmentation
  • Object detection
  • Human detection
  • Image recognition
  • Object tracking
  • Depth estimation

Features

  • Not only providing standard products, but also proposing AI customization and porting for each customer.
  • Continuous development of new products and product updates, enabling us to propose the latest technologies for the automotive field as standard products.
  • Morpho is ready to collaborate with partner companies if their technologies and services accomplish a better solution.

Product Details

Automobile manufacturers are developing their own AI and processing algorithms based on different hardware design specifications. With this background, they have been encountering issues such as excessive outsourcing cost and difficulties integrating existing products as-is.

 

To meet these market needs in the automotive field, Morpho proposes “Morpho Automotive Suite” as a total solution including product customization and application development tailored to each customer’s application.

 

*1: DMS (Driver Monitoring System): A driver status detection system using an in-vehicle camera. OMS (Occupant Monitoring System): Occupant status detection system for the entire cabin.
*2: AD : Autonomous Driving, ADAS: Advanced Driver-Assistance Systems
*3: Telematics: Method of recording and transmitting vehicle data using telecommunication.

Standard technology

● Image processing/AI technology

These are examples of image processing and AI products that Morpho offered in the past. Morpho will continue to expand standard product lineup through continuous advanced development.

 

<Examples of AI technology>

– AI Image Sharpening “Morpho Deep Deblur™”: https://www.morphoinc.com/en/technology/mdd

– Pose Estimation “Morpho Pose Estimator™ for DMS and OMS”: https://www.morphoinc.com/en/technology/poes

– Object Detection “Morpho Deep Detector™”: https://www.morphoinc.com/en/technology/deepd

– Image segmentation “Morpho Deep Segmentation™”: https://www.morphoinc.com/en/technology/dseg

– AI Video Summarization “Morpho Video Summary™”:https://www.morphoinc.com/en/technology/mvs

 

● AI Inference Engine “SoftNeuro®”

Adapting deep learning inference engine “SoftNeuro” into each product enables it to run on a wide range of SoCs and AI accelerators from various companies (multi-platform support). Even with diverse hardware platforms made available by automobile manufacturers, AI developed on a desktop can easily be ported to any AI accelerator (e.g., GPU).

– AI Inference Engine “SoftNeuro®”: https://www.morphoinc.com/en/technology/sie

Propose solutions to meet customer requirements

● AI customization, Application development, Porting for edge devices, A-SPICE certification

In addition to individual product offering, Morpho can propose additional AI training, customization, application development, and various quality assurance support for each customer.

Customer application example

Vehicle applications are broadly classified into AD/ADAS, DMS/OMS, and telematics (cloud integration). Morpho’s core technologies can be used to develop image processing and AI applications for each of these fields.