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Keras : 1 d Conv net small model

I already build 1d conv net but I need it to make prediction for more than label( activity and position). Now it's only work when I fit one label.

I need this 1d conv net model to predict 2 labels . Each label have set of values.

Label 1 has 4 values

Label 2 has 3 values.

I already build the model but it's only accept one label . It doesn't work with 2 labels .

The problem is with keras utility_encoding.

1- I want the model to be able to predict tow labels .

2- it trains 3 datasets then test the model in another dataset

Skills: Python, Software Architecture

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