Hailo Application Code Examples
A set of stand-alone canned examples for compiling NN models and exercising different tasks on Hailo devices.
Disclaimer:
The code examples in this github repository are provided by Hailo solely on an “AS IS” basis and “with all faults”. No responsibility or liability is accepted or shall be imposed upon Hailo regarding the accuracy, merchantability, completeness or suitability of the code example. Hailo shall not have any liability or responsibility for errors or omissions in, or any business decisions made by you in reliance on this code example or any part of it. If an error occurs when running one of the repository's examples, please open a ticket in the "Issues" tab.
Please note that the examples were tested on specific versions and we can only guarantee the expected results using the exact versions on the exact environment. The specific version and environment will be mentioned in the README.md of each example.
Under the runtime directory you would find
- Examples for using different coding languages (Python, c, c#, c++) and performs different tasks
- Each example was tested on the specified environment
- The README for that example would highlight any external dependancy
- Rich GStreamer pipelines, including BASH and c++ implementations
- Specific platform guides (e.g. TDA4)
Under the model_compilation directory you would find
- Examples for converting a naitve mode in ONNX or tflite formats to Hailo executable - HEF
- Complete optimization flow, including quantization
Under the resources directory you would find
- documents for specific issues
- different files & general stuff
Under the tools directory you would find
- basic optimization diagnostic tool, which help with diagnostic common optimization issues and mistakes