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Showing posts with the label Keras Layer

Transfer Learning, Wrong Dense Layer's Shape

I am trying to apply transfer learning to my ANN for image classification. I have found an example … Read more Transfer Learning, Wrong Dense Layer's Shape

Keras Merge Concatenate Failed Because Of Different Input Shape Even Though Input Shape Are The Same

I am trying to concatenate 4 different layers into one layer to input into the next part of my mode… Read more Keras Merge Concatenate Failed Because Of Different Input Shape Even Though Input Shape Are The Same

Dataset Shape Mismatch Conv1d Input Layer

Trying to set up a Conv1D layer to be the input layer in keras. The dataset is 1000 timesteps, and … Read more Dataset Shape Mismatch Conv1d Input Layer

Backward Propagation In Keras?

can anyone tell me how is backpropagation done in Keras? I read that it is really easy in Torch and… Read more Backward Propagation In Keras?

Copying Weights From One Conv2D Layer To Another

Context I have trained a model on MNIST using Keras. My goal is to print images after the first lay… Read more Copying Weights From One Conv2D Layer To Another

ValueError: Input 0 Is Incompatible With Layer Layer_1: Expected Ndim=3, Found Ndim=2

I am trying to build text-summarizer using word Embeddings and encoder-decoder architecture. This i… Read more ValueError: Input 0 Is Incompatible With Layer Layer_1: Expected Ndim=3, Found Ndim=2