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Blog | DLology
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How to do Unsupervised Clustering with Keras | DLology
You will learn how to build a keras model to perform clustering analysis with unlabeled datasets. Pre-trained autoencoder in the dimensional reduction and parameter initialization, custom built cluste...
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How to use return_state or return_sequences in Keras | DLology
To understand how to use return_sequences and return_state, we start off with a short introduction of two commonly used recurrent layers, LSTM and GRU and how their cell state and hidden state are der...
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How to do Transfer learning with Efficientnet | DLology
In this tutorial, you will learn how to create an image classification neural network to classify your custom images. The network will be based on the latest EfficientNet, which has achieved state of ...
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How to choose Last-layer activation and loss function | DLology
Binary classification - Dog VS Cat This competition on Kaggle is where you write an algorithm to classify whether images contain either a dog or a cat. It is a binary classification task where the out...