openvino/samples/cpp/hello_reshape_ssd
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Co-authored-by: Maciej Smyk <maciejx.smyk@intel.com>
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README.md

Hello Reshape SSD C++ Sample

This sample demonstrates how to do synchronous inference of object detection models using input reshape feature. Models with only one input and output are supported.

For more detailed information on how this sample works, check the dedicated article

Requirements

Options Values
Validated Models person-detection-retail-0013
Model Format OpenVINO™ toolkit Intermediate Representation (*.xml + *.bin), ONNX (*.onnx)
Supported devices All
Other language realization Python

The following C++ API is used in the application:

Feature API Description
Node operations ov::Node::get_type_info, Get a node info
ngraph::op::DetectionOutput::get_type_info_static,
ov::Output::get_any_name,
ov::Output::get_shape
Model Operations ov::Model::get_ops, Get model nodes, reshape input
ov::Model::reshape
Tensor Operations ov::Tensor::data Get a tensor data
Preprocessing ov::preprocess::PreProcessSteps::convert_element_type, Model input preprocessing
ov::preprocess::PreProcessSteps::convert_layout

Basic OpenVINO™ Runtime API is covered by Hello Classification C++ sample.