Functional API model with Tensorflow 2.0 (Y-network)

Functional API model with Tensorflow 2.0 (Y-network)

In this blog we will create a CNN-Y-Network(2 Inputs , 1 output) with the help of a Functional API

Sequential API creates a model in layer-by-layer format , it has only a single input and output so it can’t create a model that can share layers or have multiple inputs or outputs.

Functional API creates a model with a lot more flexibility as a result you can easily define models where layers connect to more than just the previous and next layers. In fact, you can connect layers to (literally) any other layer. As a result, creating complex networks.

Now that the API’s are defined , I will demonstrate a Functional API with 2 Inputs and a single output (Y Network)

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