eIQ® Model Watermarking Technology

EIQ-WATERM-TECH 全新

软件详情

选择区域:

Features

Model Protection through Watermarking

  • Owning data is a differentiator to companies in the ML space
  • Collecting data and training a model is a substantial investment
  • Model watermarking protects your model intellectual property in the event it gets copied or stolen

Working Principles

  • The tool overlays a secret drawing on objects from a selected base class during training and labels these overlays as target class
  • When presented with base-class objects overlaid with the secret drawing during runtime the model will predict the target class instead of the base class hence identifying that the original model was copied

Features

  • Enhances the copyright protection to an ML model
  • Generates reports and artifacts and instructions needed to prove model ownership
  • No additional overhead to model performance or reduction in accuracy

支持的器件

  • i.MX8: i.MX 8系列 – Arm® Cortex®-A53,Cortex-A72,虚拟化,视觉,3D图形,4K视频
  • i.MX8M: i.MX 8M系列 - Arm® Cortex®-A53、Cortex-M4、音频、语音、视频
  • i.MX8MMINI: i.MX 8M Mini - Arm® Cortex®-A53, Cortex-M4, 音频, 语音, 视频
  • i.MX8MNANO: i.MX 8M Nano系列 - Arm® Cortex®-A53、Cortex-M7
  • IMX8MPLUS: i.MX 8M Plus – Arm® Cortex®-A53,机器学习,视觉,多媒体和工业物联网
  • i.MX8X: i.MX 8X系列 – Arm® Cortex®-A35, 3D图形, 4K视频, DSP, DDR上的纠错码
  • i.MX93: i.MX 93应用处理器系列——搭载Arm® Cortex®-A55内核,提供ML加速、高功效MPU、视觉、语音,适用于汽车、消费电子和工业物联网
  • iMX95: i.MX 95应用处理器系列 — 支持功能安全的高性能平台,带eIQ® Neutron NPU
  • i.MX-RT500: i.MX RT500 跨界MCU, 配备Arm® Cortex®-M33内核
  • i.MX-RT600: i.MX RT600跨界MCU,配备Arm® Cortex®-M33和DSP内核
  • i.MX-RT1050: i.MX RT1050跨界MCU,配备Arm® Cortex®-M7内核
  • i.MX-RT1060: i.MX RT1060跨界MCU搭载Arm® Cortex®-M7内核
  • i.MX-RT1064: i.MX RT1064跨界处理器,配备Arm® Cortex®-M7内核
  • i.MX-RT1160: i.MX RT1160跨界MCU系列 - 高性能MCU,带Arm® Cortex®-M7和Cortex-M4内核
  • i.MX-RT1170: i.MX RT1170跨界MCU系列——首款GHz MCU,带Arm® Cortex®-M7和Cortex-M4内核

下载

1 下载

  • 更新与补丁

    Watermarking Extension 1.0.0 (Ubuntu 20.04)

注意: 推荐在电脑端下载软件,体验更佳。

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