To use the library, you need to prepare the development board and cross-compilation environment. Pay attention to the header files, library files, and model library files.
Note: The files in the
development environment must match the version provided in the AMD Vitis™
Unified Software Development Environment. These libraries can be
executed on the ZCU102, ZCU104, VCK190 evaluation boards, and on the VCK5000 development
card.
- Select an image. For example,
cv::Mat
. - Call the
create
method provided by the corresponding library to get a class instance. If you set theneed_preprocess
variable tofalse
, the model will not decrease its mean and scale. - Call the
getInputWidth()
and thegetInputHeight()
functions to get the network needed column and row values of the input image. - Resize image to
inputWidth x inputHeight
. - Call
run()
to get the result of the network.
For details about the Programming APIs, see API Reference.
Also, for the Vitis AI APIs, see the Vitis AI User Guide (UG1414). You can download it from the website.