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add async dnn efficiency
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77d3762bd3
commit
a5c0aa985f
@ -19,6 +19,15 @@ Highlights of this release:
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- Intel Inference Engine backend:
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- 2018R5 release is now minimal supported version
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- Asynchornous inference support. Use `cv::dnn::Net::forwardAsync` which returns `std::future<Mat>` instance. Check updated object detection samples for details: [C++](https://github.com/opencv/opencv/blob/4.1.1/samples/dnn/object_detection.cpp), [Python](https://github.com/opencv/opencv/blob/4.1.1/samples/dnn/object_detection.py)
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OpenCV face detection network efficiency on a single Intel Neural Compute Stick 2:
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| sync | x3 asynchronous forwards |
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|---|---|
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| 26.43 FPS | 53.2 FPS (x2.01) |
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details: https://github.com/opencv/opencv/pull/14516
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- Deep learning networks visualization diagrams using dot files (`cv::dnn::Net::dumpToFile`).
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- A lot of improvements for ONNX and TenforFlow importers.
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