33 lines
3.4 KiB
Markdown
33 lines
3.4 KiB
Markdown
# Image Classification Async Python Sample
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This sample demonstrates how to do inference of image classification models using Asynchronous Inference Request API.
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Models with only 1 input and output are supported.
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For more detailed information on how this sample works, check the dedicated [article](https://docs.openvino.ai/2023.3/openvino_sample_image_classification_async.html)
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## Requirements
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| Options | Values |
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| ---------------------------| -----------------------------------------------------------------------------------------------------------------|
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| Validated Models | [alexnet](https://docs.openvino.ai/2023.3/omz_models_model_alexnet.html) |
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| Model Format | OpenVINO™ toolkit Intermediate Representation (.xml + .bin), ONNX (.onnx) |
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| Supported devices | [All](https://docs.openvino.ai/2023.3/openvino_docs_OV_UG_supported_plugins_Supported_Devices.html) |
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| Other language realization | [C++](https://docs.openvino.ai/2023.3/openvino_sample_image_classification_async.html) |
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The following Python API is used in the application:
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| Feature | API | Description |
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| -------------------| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------|
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| Asynchronous Infer | [openvino.runtime.AsyncInferQueue](https://docs.openvino.ai/2023.3/api/ie_python_api/_autosummary/openvino.runtime.AsyncInferQueue.html), | Do asynchronous inference |
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| | [openvino.runtime.AsyncInferQueue.set_callback](https://docs.openvino.ai/2023.3/api/ie_python_api/_autosummary/openvino.runtime.AsyncInferQueue.html#openvino.runtime.AsyncInferQueue.set_callback), | |
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| | [openvino.runtime.AsyncInferQueue.start_async](https://docs.openvino.ai/2023.3/api/ie_python_api/_autosummary/openvino.runtime.AsyncInferQueue.html#openvino.runtime.AsyncInferQueue.start_async), | |
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| | [openvino.runtime.AsyncInferQueue.wait_all](https://docs.openvino.ai/2023.3/api/ie_python_api/_autosummary/openvino.runtime.AsyncInferQueue.html#openvino.runtime.AsyncInferQueue.wait_all), | |
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| | [openvino.runtime.InferRequest.results](https://docs.openvino.ai/2023.3/api/ie_python_api/_autosummary/openvino.runtime.InferRequest.html#openvino.runtime.InferRequest.results) | |
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<<<<<<< HEAD
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Basic OpenVINO™ Runtime API is covered by [Hello Classification Python Sample](https://docs.openvino.ai/2023.3/openvino_inference_engine_ie_bridges_python_sample_hello_classification_README.html).
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=======
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Basic OpenVINO™ Runtime API is covered by [Hello Classification Python Sample](https://docs.openvino.ai/2023.2/openvino_sample_hello_classification.html).
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>>>>>>> cf2b238df2 (Merge samples)
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