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Time series are data observed over time (either in continuous time or at discrete time periods).

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Best Validation accuracy occurs early on in the training process

I am working with time series and exploring two dimensional representations to train them using a CNN. The current 2D representation is 256 X 256. I have used ResNet-50, InceptionResnetV2 and another …
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