OpenVINO Video Inference on CPU

[JNoh01]

I am working on notebook files on Ubuntu. When running the following command, I got the following error message:

!python3 /opt/intel/openvino/deployment_tools/model_optimizer/mo_tf.py --input_model tf_model/top_layers.iv3.pb --input_shape=[1,299,299,3]  

[ ERROR ]  List of operations that cannot be converted to Inference Engine IR:
[ ERROR ]      FusedBatchNormV3 (94)
[ ERROR ]          batch_normalization_1_1/FusedBatchNormV3_1
[ ERROR ]          batch_normalization_2_1/FusedBatchNormV3_1
[ ERROR ]          batch_normalization_3_1/FusedBatchNormV3_1
[ ERROR ]          batch_normalization_4_1/FusedBatchNormV3_1
[ ERROR ]          batch_normalization_5_1/FusedBatchNormV3_1
[ ERROR ]          batch_normalization_6_1/FusedBatchNormV3_1
[ ERROR ]          batch_normalization_7_1/FusedBatchNormV3_1
[ ERROR ]          batch_normalization_8_1/FusedBatchNormV3_1
[ ERROR ]          batch_normalization_9_1/FusedBatchNormV3_1
[ ERROR ]          batch_normalization_10_1/FusedBatchNormV3_1

I got top_layers.iv3.bin file, but failed to create top_layers.iv3.xml file.

[JAIVIN_J_Intel]

Hi Jung Soon,

• Which version of OpenVINO are you using?
• What type of model are you using? Is it a public model or custom-trained model?
• Can you share the model and other necessary files with us, to replicate the issue? If required, I can send a PM to share the files privately.

Regards,

Jaivin

[JNoh01]

The version is openvino-toolkit-p-2019.3.376. I've downloaded the notebook files from DC to Edge Course. 
I was not able to upload files on this forum. So, I put the project folder on google drive and the following
is the link:

https://drive.google.com/open?id=1h16KXIxqk3Cypj4eM4U5dNIqfsznYwyo

I could not follow the installation instruction, as it needs to be done with conda (I did not install conda). 
This might cause the error.
 

[JAIVIN_J_Intel]

Hi,

The support for FusedBatchNorm operation is added in the latest version of OpenVINO(2020.1). I have generated the IR files from the attached model (Notebooks/tf_model/top_layers.iv3.pb), using OpenVINO(2020.1).

Hope this helps.

Regards,

Jaivin

[JNoh01]

Thanks for your reply.

I've tested the notebook file after upgrading to the latest version, and it worked fine without error.

Attached is the screen capture of the output video.