# \#openvino

**URL:** https://forum.opencv.org/tag/openvino/350.md

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## [Sustained 150 FPS YOLO Inference on a Budget Intel CPU (No GPU) via Nim and OpenVINO Execution Provider](https://forum.opencv.org/t/sustained-150-fps-yolo-inference-on-a-budget-intel-cpu-no-gpu-via-nim-and-openvino-execution-provider/24728)

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**Author:** [@Alexander\_Sharov](https://forum.opencv.org/u/Alexander_Sharov)\
**Replies:** 0\
**Last updated:** [September 24, 2026, 7:02pm UTC](https://forum.opencv.org/t/sustained-150-fps-yolo-inference-on-a-budget-intel-cpu-no-gpu-via-nim-and-openvino-execution-provider/24728 "2026-09-24T19:02:08Z")

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Hello community, I want to share the architecture and performance numbers of my standalone Windows x64 evaluation build designed for low-overhead, real-time machine vision loops on ordinary desktop CPUs. The core objec…

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## [OpenCV with OpenVINO Backend: Problem Whit Dynamic Batch Size](https://forum.opencv.org/t/opencv-with-openvino-backend-problem-whit-dynamic-batch-size/18994)

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**Author:** [@reza\_hajimohammadi](https://forum.opencv.org/u/reza_hajimohammadi)\
**Replies:** 1\
**Last updated:** [October 17, 2024, 10:17am UTC](https://forum.opencv.org/t/opencv-with-openvino-backend-problem-whit-dynamic-batch-size/18994 "2024-10-17T10:17:35Z")

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## [OpenCV for use with OpenVINO (MacOS)](https://forum.opencv.org/t/opencv-for-use-with-openvino-macos/13215)

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**Author:** [@nap](https://forum.opencv.org/u/nap)\
**Replies:** 3\
**Last updated:** [May 27, 2023, 7:17pm UTC](https://forum.opencv.org/t/opencv-for-use-with-openvino-macos/13215 "2023-05-27T19:17:10Z")

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\[MacOS 13.3.1 (Intel), NCS2\] After cloning the OpenCV repo, I noticed that there are tags which refer to OpenVINO. As a fresh install, should I use the latest stable (4.7.0) or 4.5.5-openvino-2022.1.0? I’m installing …

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## [Dnn module with openvino](https://forum.opencv.org/t/dnn-module-with-openvino/2616)

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**Author:** [@ffolch](https://forum.opencv.org/u/ffolch)\
**Replies:** 0\
**Last updated:** [April 6, 2021, 8:23am UTC](https://forum.opencv.org/t/dnn-module-with-openvino/2616 "2021-04-06T08:23:10Z")

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I have no problems when working with dnn module But I have downloaded OPENVINO to use dnn with engine inference, and I can’t load the opencv\_dnn452d.dll library When I go to the opencv subdirecotry in openvino, and exe…

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## [Simple example of traditional inference using gapi](https://forum.opencv.org/t/simple-example-of-traditional-inference-using-gapi/2872)

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**Author:** [@lz1004](https://forum.opencv.org/u/lz1004)\
**Replies:** 15\
**Last updated:** [September 27, 2022, 6:52am UTC](https://forum.opencv.org/t/simple-example-of-traditional-inference-using-gapi/2872 "2022-09-27T06:52:39Z")

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I want to compile and run a graph using the gapi module, with mimimal preprocessing, a simple net inference, without postprocessing, using tradition image I/O (not streaming). Unfortunately, there are no examples for tha…