Ensemble learning of deep CNN models using OpenVINO

[vkana3]

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

[Munesh_Intel]

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.

[vkana3]

Hi @Munesh_Intel 

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

[Munesh_Intel · Accepted solution]

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]

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