26 lines
2.7 KiB
Markdown
26 lines
2.7 KiB
Markdown
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# Hello Reshape SSD Python Sample
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This sample demonstrates how to do synchronous inference of object detection models using [Shape Inference feature](https://docs.openvino.ai/2025/openvino-workflow/running-inference/model-input-output/changing-input-shape.html).
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Models with only 1 input and output are supported.
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## Requirements
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| Options | Values |
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| ----------------------------| ---------------------------------------------------------------------------------------------------------|
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| Validated Layout | NCHW |
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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/2025/documentation/compatibility-and-support/supported-devices.html) |
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| Other language realization | [C++](https://docs.openvino.ai/2025/get-started/learn-openvino/openvino-samples/hello-reshape-ssd.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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| Model Operations | [openvino.runtime.Model.reshape](https://docs.openvino.ai/2025/api/ie_python_api/_autosummary/openvino.runtime.Model.html#openvino.runtime.Model.reshape), | Managing of model |
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| | [openvino.runtime.Model.input](https://docs.openvino.ai/2025/api/ie_python_api/_autosummary/openvino.runtime.Model.html#openvino.runtime.Model.input), | |
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| | [openvino.runtime.Output.get_any_name](https://docs.openvino.ai/2025/api/ie_python_api/_autosummary/openvino.runtime.Output.html#openvino.runtime.Output.get_any_name), | |
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| | [openvino.runtime.PartialShape](https://docs.openvino.ai/2025/api/ie_python_api/_autosummary/openvino.runtime.PartialShape.html) | |
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Basic OpenVINO™ Runtime API is covered by [Hello Classification Python* Sample](https://docs.openvino.ai/2025/get-started/learn-openvino/openvino-samples/hello-classification.html).
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