Educational Resources about the DL Workbench

Publications

2021

  • EN Demidovskij, A., Tugaryov, A., Kashchikhin, A., Suvorov, A., Tarkan, Y., Mikhail, F., and Gorbachev, Y. OpenVINO Deep Learning Workbench: Towards Analytical Platform for Neural Networks Inference Optimization. 2021. In Journal of Physics: Conference Series. Vol. 1828. IOP Publishing. Link

2020

  • EN Demidovskij, A., Tugaryov, A., Suvorov, A., Tarkan, Y., Fatekhov, M., Salnikov, I., Kashchikhin, A., Golubenko, V., Dedyukhina, G., Alborova, A., Palmer, R., Fedorov, M., and Gorbachev, Y. OpenVINO Deep Learning Workbench: A Platform for Model Optimization, Analysis and Deployment. 2020. 32nd International Conference on Tools with Artificial Intelligence (ICTAI). IEEE. doi.
  • EN Gorbachev, Y., Demidovskij A., and Fedorov, M. Streamline your Intel® Distribution of OpenVINO™ Toolkit development with Deep Learning Workbench. 2020. Intel® AI Blog. Link.

2019

  • EN Demidovskij A., Gorbachev, Y., Fedorov, M., Slavutin, I., Tugarev, A., Fatekhov, M., and Tarkan, Y. OpenVINO Deep Learning Workbench: Comprehensive analysis and tuning of neural networks inference. 2019. In Proceedings of the IEEE International Conference on Computer Vision Workshop. IEEE. doi
  • RU Demidovskij A. Software and Hardware Optimization Peculiarities of Neural Networks Inference. 2019. In Proceedings of the XXI International Conference Neuroinformatics-2019. Link.

Webinars

2020

EN Dorairaju, R., Fatekhov, M., Palmer, R, and Cayetano, Z. Analyze, Test and Deploy AI from Anywhere, Anytime. 2020. Intel® Online Event

EN Belova, A., Temnov, D., and Cayetano, Z. Optimization Best Practices to Maximize Apps with OpenVINO™ toolkit. 2020. Intel® Online Event

RU Demidovskij A. and Tugarev A. Analyze accuracy and performance of neural networks with OpenVINO™. 2020. Center for Cognitive Modeling

2019

EN Ramani, S. and Fedorov M. Introducing a New Tool for Neural Network Profiling & Inference Experiments. 2019. Intel® Online Event

YouTube Tutorials

EN Library of DL Workbench videos

EN DL Workbench | OpenVINO™ toolkit | Ep. 42 | Intel Software

EN DL Workbench - The Full Flow | OpenVINO™ toolkit | Ep. 43 | Intel Software