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Introduction

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Please contact us from here to download tool.

Info

It will take a few days from sending the request till we send the Docker file.

Docker file version history

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If there are no problems with the tools you are currently using, updating the tools is not required.

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  • Updated CV tool provided by SoC vender

  • Note: Caffe SSD model cannot be converted. Please contact us if you have an urgent request.

Overview

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In developing additional application with AI, trained AI model on Caffe/Tensorflow/ONNX framework is needed to convert to binary file (cavalry.bin), which is executable by accelerator H/W (CVFlow) inside AI camera.

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Note
  • The target users of this document are supposed to have skill of training AI model.

  • The cvtool is not the tool for training AI model.
    Users have to train it in each framework previously.

  • The cvtool handles CNN as target AI model.

  • The model of tensorflow v2.x needs to be converted to tflite in advance.

  • Pytorch model needs to be converted to ONNX in advance

Development Flow

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The CV Tool handles colored items in the figure.

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8bit operation results in faster inference time and less accuracy than 16bit.

Preparation

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Please refer here for the environment construction procedure.

Conversion

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Please refer to the following page for model conversion.

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 設定ファイル仕様・サンプルモデル変換(ONNX/PyTorch編)

Limitation of liability

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  • This tool provides the features for developing additional application which is executed in security camera. The behavior of developed application is not guaranteed. In addition, the embedded existing features are not guaranteed after installing additional application to the camera.

  • The provided sample files are designed to instruct users how to use this tool. They are not developed for the purpose of actual surveillance system.

  • In not event shall i-PRO Co., Ltd. be liable to any party or any person, except for replacement or reasonable maintenance of the product, for the cases, including but not limited to below;

    • Any damage and loss, including without limitation, direct or indirect, special, consequential or exemplary, arising out of or relating to the product;

    • Personal injury or any damage caused by inappropriate use or neglect operation of the user;

    • Any problems, consequential inconvenience, or loss or damage, arising out of the reverse compiling or reverse engineering of the product;

    • Any loss or damage, or claims arising out from loss or leak of PS data including video data in the PC;

    • Any claim or action for damages, brought by any person or organization being a photogenic subject, due to violation of privacy with the result of that surveillance camera's picture, including saved data, for some reason, becomes public or is used for the purpose other than surveillance;