How to build an AutoEncoder / U-Net in Keras (tensorflow.keras) which used the Residual Skip Connections (ResNet Based Autoencoder)?

Question

I built and tested 2 different models which can give me Bottleneck Features/Hidden Embeddings but they did not give me very good results. My idea is to train a