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Jermanis avatar Jermanis commented on July 21, 2024 1

No I did not - still have errors. Important difference can be that the FastAI example includes Training and Validation data which I wouldn't want to load for an Inference use case. I plan to spend more time on this issue this week. I will share the solution if I get it working. Please do the same.

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ChristianMarzahl avatar ChristianMarzahl commented on July 21, 2024

Please take a look at FastAI and how to perform inference on a single image.

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NikolayTV avatar NikolayTV commented on July 21, 2024

Please take a look at FastAI and how to perform inference on a single image.

I looked there. It did not work.
Did you manage to make it work for inference yourself?

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NikolayTV avatar NikolayTV commented on July 21, 2024

Work on it

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ChristianMarzahl avatar ChristianMarzahl commented on July 21, 2024

Moin,

please take a look at this example:

https://colab.research.google.com/drive/16un8u65D4oTWiWzpdjMU_cpnVasaQ72n#scrollTo=TY_S_53Pikjt -> Inference example

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NikolayTV avatar NikolayTV commented on July 21, 2024

Predictions are very different from show_results_side_by_side

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ChristianMarzahl avatar ChristianMarzahl commented on July 21, 2024

You have to Normalize your input data.

Uncomment:
#image = transforms.Normalize(mean, std)(image)

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NikolayTV avatar NikolayTV commented on July 21, 2024

Works. But I retrained my model without normalization

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