Intel® Distribution of OpenVINO™ Toolkit
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Ensemble learning of deep CNN models using OpenVINO

vkana3
Beginner
924 Views

Hi

I have created four different pre-trained models on a dataset and by averaging their scores, I have received an extrodinary performance.

But,  As I converted all those models to IR format, Can anyone tell me how to perform inference by taking the averge of all scores.!!

Thank you

 

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1 Solution
Munesh_Intel
Moderator
888 Views


Hi Vishnu,


As of now, we don’t have examples that demonstrate ensemble method.

I would suggest you follow the two links below regularly for more updates on the latest in AI from Intel.

https://www.intel.com/content/www/us/en/artificial-intelligence/research.html

https://twitter.com/IntelAIResearch


Regards,

Munesh


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4 Replies
Munesh_Intel
Moderator
909 Views

Hi Vishnu,


The following article, “Inference Performance Boost with Seldon on Intel® Xeon® Scalable Processors”, contains relevant information on using ensemble method.

https://www.intel.com/content/www/us/en/artificial-intelligence/posts/inference-performance-boost-with-seldon-on-intel-xeon-scalable-processors.html


Regards,

Munesh.


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vkana3
Beginner
906 Views

Hi @Munesh_Intel 

Thank you for sharing it, Can please give me additional video resources involving sample examples and so on.!?

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Munesh_Intel
Moderator
889 Views


Hi Vishnu,


As of now, we don’t have examples that demonstrate ensemble method.

I would suggest you follow the two links below regularly for more updates on the latest in AI from Intel.

https://www.intel.com/content/www/us/en/artificial-intelligence/research.html

https://twitter.com/IntelAIResearch


Regards,

Munesh


Munesh_Intel
Moderator
872 Views

Hi Vishnu,


This thread will no longer be monitored since this issue has been resolved. If you need any additional information from Intel, please submit a new question.


Regards,

Munesh


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