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Hi,
is it possible to create and use custom adapter for conversion network output to calibrate a model?
Thanks
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Yes, it's possible. Please explore:
- Readme file in package: intel/openvino/python/python3.5/openvino/tools/accuracy_checker/accuracy_checker/postprocessor/README.md
- Usage model here: https://docs.openvinotoolkit.org/latest/_inference_engine_tools_accuracy_checker_tool_README.html
Let me know if you still have any questions, please.
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Hi Edward,
thanks you for reply, currently I have written own custom adapter, but I can't find how to make calibrator use it programatically. Calibration works if I add my detection adapter code at the end of /opt/intel/openvino/python/python3.5/openvino/tools/accuracy_checker/accuracy_checker/adapters/detection.py file, but I need to use it without such "tricks".
Maybe I missed any options by which I can link my adapter with calibrator?
Regards,
Aleksei
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Can you please answer how can I use my custom adapter with calibration tool? Can't find any info in suggested sources.
Edward Shogulin (Intel) wrote:Yes, it's possible. Please explore:
- Readme file in package: intel/openvino/python/python3.5/openvino/tools/accuracy_checker/accuracy_checker/postprocessor/README.md
- Usage model here: https://docs.openvinotoolkit.org/latest/_inference_engine_tools_accuracy...
Let me know if you still have any questions, please.
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Hi Aleksei,
Firstly, Calibration Tool uses Accuracy Checker to measure accuracy. Can you, please, explore existing adapters implementation and make in the same way: https://github.com/opencv/dldt/tree/2019/tools/accuracy_checker/accuracy_checker/adapters.
Note, please, the simplest way is: if your dataset structure is different then you can reorganize your dataset to well known and reuse existing adapters.
Best regards,
Edward

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