Libraries and Samples - 3.5 English

Vitis AI Library User Guide (UG1354)

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3.5 English

TensorFlow Framework

Vitis AI contains the following neural network libraries based on the TensorFlow framework:

The related libraries are open-source and can be modified as needed. The source code is available on GitHub.

The Vitis AI Library provides test images and video test sequences for all the above networks. In addition, the Vitis AI Library package provides the corresponding performance test application. For video-based testing, use the raw video sequences for evaluation. The use of encoded video sequences for evaluation is not recommended as software decoders implemented on Arm processors may exhibit decode jitter which may affect the accuracy of evaluation.

Note: For Edge devices, all sample applications execute on the target but can be cross-compiled on the host or on the target.