* Merge samples * Update docs/articles_en/learn_openvino/openvino_samples/automatic_speech_recognition.rst Co-authored-by: Maciej Smyk <maciejx.smyk@intel.com> * Update docs/articles_en/learn_openvino/openvino_samples.rst Co-authored-by: Maciej Smyk <maciejx.smyk@intel.com> * Update docs/articles_en/learn_openvino/openvino_samples.rst Co-authored-by: Maciej Smyk <maciejx.smyk@intel.com> * additional resources * Update docs/articles_en/learn_openvino/openvino_samples/model_creation.rst Co-authored-by: Maciej Smyk <maciejx.smyk@intel.com> * Update docs/articles_en/learn_openvino/openvino_samples/automatic_speech_recognition.rst Co-authored-by: Maciej Smyk <maciejx.smyk@intel.com> * reorganize contents of requirements * remove api reference * add links to READMEs on repo * remove speech recognition sample * removal of deprecation notice * update conversion steps * Revert remove speech recognition sample * remove trailing spaces * fix links * Removed unwanted changes from submodules * applying suggestions * update api reference * apply suggestions --------- Co-authored-by: Maciej Smyk <maciejx.smyk@intel.com> |
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| README.md | ||
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README.md
Hello NV12 Input Classification C++ Sample
This sample demonstrates how to execute an inference of image classification models with images in NV12 color format using Synchronous Inference Request API.
For more detailed information on how this sample works, check the dedicated article
Requirements
| Options | Values |
|---|---|
| Validated Models | alexnet <omz_models_model_alexnet |
| Model Format | OpenVINO™ toolkit Intermediate Representation (*.xml + *.bin), ONNX (*.onnx) |
| Validated images | An uncompressed image in the NV12 color format - *.yuv |
| Supported devices | All |
| Other language realization | C |
The following C++ API is used in the application:
| Feature | API | Description |
|---|---|---|
| Node Operations | ov::Output::get_any_name |
Get a layer name |
| Infer Request Operations | ov::InferRequest::set_tensor, |
Operate with tensors |
ov::InferRequest::get_tensor |
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| Preprocessing | ov::preprocess::InputTensorInfo::set_color_format, |
Change the color format of the input data |
ov::preprocess::PreProcessSteps::convert_element_type, |
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ov::preprocess::PreProcessSteps::convert_color |
Basic OpenVINO™ Runtime API is covered by Hello Classification C++ sample.