openvino/samples/cpp/hello_reshape_ssd
Maciej Smyk 8d49595476
[DOCS] Update of hyperlinks to 2024 + new ov homepage diagram image for master (#23091)
* Update of links in docs to 2024 in repo.
* Replaced ov homepage diagram with a new version without Kalid, MXNet
and Caffe
2024-02-28 07:54:04 +00:00
..
CMakeLists.txt Moved cmake functions, variables to API 2.0 naming style (#20281) 2023-10-09 22:30:32 +04:00
README.md [DOCS] Update of hyperlinks to 2024 + new ov homepage diagram image for master (#23091) 2024-02-28 07:54:04 +00:00
main.cpp Updated copyright headers (#15124) 2023-01-16 11:02:17 +04:00

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
ov::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.