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openvino-custom-layers's Introduction

OpenVINO Custom Layer Tutorials for Linux and Windows

Before You Start

It's assumed that you've installed the appropriate version of OpenVINO, including the Model Optimizer, in the default /opt/intel directory. If you've installed to a different directory you may need to change the directory pathways in the commands below.

Use the appropriate directory and tutorial for the version of OpenVINO you've installed.

Latest - OpenVINO 2019.r2

OpenVINO 2019.r1.1

OpenVINO 2019.r1.0

OpenVINO 2018.r5

OpenVINO 2018.r4

If you're using an earlier version, refer to this document.

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openvino-custom-layers's Issues

Is there Openvino 2021 example?

I'm handling Openvino 2021 and overall mechanism is quite changed from 2019. So I reallly need to get a kind of new example. Can you please provide more recent one?

Graph Object has no attribute 'node'

Hi,

first of all, thanks for this tutorial. While following the instructions, I ran into one problem at the very last step when executing the optimization with openvino.

error

[ ERROR ]  Cannot pre-process TensorFlow graph after reading from model file "None". File is corrupt or has unsupported format. Details: 'Graph' object has no attribute 'node'.
 For more information please refer to Model Optimizer FAQ (https://docs.openvinotoolkit.org/latest/_docs_MO_DG_prepare_model_Model_Optimizer_FAQ.html), question #44.

I executed the command as described in the instructions:
python %OV%\deployment_tools\model_optimizer\mo_tf.py --input_meta_graph model.ckpt.meta --batch 1 --output "ModCosh/Activation_8/softmax_output" --extensions %CLWS%\cl_cosh\user_mo_extensions --output_dir %CLWS%\cl_ext_cosh

Model files are presented in the folder as described in the instructions.

I am pretty new to openvino. So, what is the reason for this error and how can I solve it?

I appreciate any help on this.

is there a similar tutorial for NCS2 or VPU?

Hi! Nicely written tutorial for CPU and GPU. I wanted to ask that is there also a tutorial for implementing custom layers for NCS2 or VPU. I there is any can you point me yo such resource? thanks.

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