Âé¶¹¹ÙÍø

DEEPCRAFT? Model Converter

Convert, optimize and validate AI models for edge devices

nobutton

Overview

The DEEPCRAFT? Model Converter is a software application for converting, optimizing and validating AI models to run on Infineon MCUs. It supports the Bring Your Own Model concept (BYOM) which allows users to bring their own AI model and run it on edge devices. This application helps machine learning engineers work more efficiently, by streamlining the processes for running their models on their target hardware.

Key Features

  • Convert, optimize & validate models
  • Input tflite, h5, Pytorch models
  • Offered as both GUI & CLI
  • For PSOC? 6 & PSOC? Edge
  • Runs on Windows, Linux & Mac

About

The DEEPCRAFT? Model Converter converts, optimizes and validates AI models to run on the edge.??

  • Models are converted so they can run on the edge
  • Models are optimized, which means they will become highly compact and high-performance models, designed to run on Infineon MCUs
  • Models are validated with a dataset to check that the generated code matches the performance in the original models. Validation is done on the desktop

The DEEPCRAFT? Model Converter has an easy-to-use Graphical User Interface (GUI) and runs on Windows, Linux and Mac. It includes a Command Line Interface (CLI) to enable integration into Continuous Integration (CI)/Continuous Delivery (CD) pipelines and workflows.

The DEEPCRAFT? Model Converter supports the Bring Your Own Model concept (BYOM), which allows users to bring their own AI model and run it on edge devices. The application allows for converting, optimizing and validating AI models to run on the edge, and more specifically, on Infineon MCUs. The application helps machine learning engineers work more efficiently by streamlining the processes for running their models on edge devices.?

The DEEPCRAFT? Model Converter has an easy-to-use Graphical User Interface (GUI) and runs on Windows, Linux and Mac.?

It includes a Command Line Interface to enable easy integration into Continuous Integration/Continuous Delivery (CI/CD) pipelines and other scripted workflows. This means that a lot of work can be automated.

DEEPCRAFT? Model Converter is targeted toward machine learning engineers and embedded engineers who want to convert and optimize proprietary or open-source AI models and run them on the edge.?

DEEPCRAFT model converter
DEEPCRAFT model converter
DEEPCRAFT model converter

Infineon offers a large range of MCUs that can run Edge AI models. Initially The DEEPCRAFT? Model Converter will support conversion to the following hardware platforms, with support for more Infineon MCUs to come:

  • ?PSOC? 6
    • ? ? Arm Cortex M4????????
  • ?PSOC? Edge
    • ?Arm Cortex M33 and Infineon NNLite2
    • ?Arm Cortex M55 and Arm Ethos U55

The DEEPCRAFT? Model Converter converts, optimizes and validates AI models to run on the edge.??

  • Models are converted so they can run on the edge
  • Models are optimized, which means they will become highly compact and high-performance models, designed to run on Infineon MCUs
  • Models are validated with a dataset to check that the generated code matches the performance in the original models. Validation is done on the desktop

The DEEPCRAFT? Model Converter has an easy-to-use Graphical User Interface (GUI) and runs on Windows, Linux and Mac. It includes a Command Line Interface (CLI) to enable integration into Continuous Integration (CI)/Continuous Delivery (CD) pipelines and workflows.

The DEEPCRAFT? Model Converter supports the Bring Your Own Model concept (BYOM), which allows users to bring their own AI model and run it on edge devices. The application allows for converting, optimizing and validating AI models to run on the edge, and more specifically, on Infineon MCUs. The application helps machine learning engineers work more efficiently by streamlining the processes for running their models on edge devices.?

The DEEPCRAFT? Model Converter has an easy-to-use Graphical User Interface (GUI) and runs on Windows, Linux and Mac.?

It includes a Command Line Interface to enable easy integration into Continuous Integration/Continuous Delivery (CI/CD) pipelines and other scripted workflows. This means that a lot of work can be automated.

DEEPCRAFT? Model Converter is targeted toward machine learning engineers and embedded engineers who want to convert and optimize proprietary or open-source AI models and run them on the edge.?

DEEPCRAFT model converter
DEEPCRAFT model converter
DEEPCRAFT model converter

Infineon offers a large range of MCUs that can run Edge AI models. Initially The DEEPCRAFT? Model Converter will support conversion to the following hardware platforms, with support for more Infineon MCUs to come:

  • ?PSOC? 6
    • ? ? Arm Cortex M4????????
  • ?PSOC? Edge
    • ?Arm Cortex M33 and Infineon NNLite2
    • ?Arm Cortex M55 and Arm Ethos U55

Design resources