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Update service for production #8

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@rmarquis rmarquis linked an issue Mar 26, 2024 that may be closed by this pull request
@rmarquis rmarquis marked this pull request as draft March 26, 2024 15:08
@rmarquis rmarquis marked this pull request as ready for review March 26, 2024 15:14
@rmarquis rmarquis marked this pull request as draft March 26, 2024 15:22
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The current weight file isn't compatible anymore:

ValueError: Layer count mismatch when loading weights from file. Model expected 1 layers, found 3 saved layers.

We need to retrain the model as it has seemingly changed in the new version of Tensorflow.

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Update service for production
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