Feature: FeatureExtractor Class

[DiogenesAnalytics]

Problem

One of the issues encountered in developing autoencoders (and likely any neural network-based model) is understanding what features are present in the data, and what features is your model learning.

Solution

A class devoted to extracting features from data (e.g. ImageFeatureExtractor).

References

• Visualizing Neural Network Features
• Visualizing Image Features: Python
• VGG16 Autoencoder with Keras
• Image Clustering with Features