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Image reconstruction with 4 dimentional detection
Image reconstruction with 4 dimentional detection CAE, VAE with additional layer for deprediction, connecting to the latent (middle) layer. 0. Put dataset in data directry with separate files. 1. Data processing - run data_processing.py - change plenty of png data to npy file, which helps calculation cost smaller - normalized [0, 255] -> [0.0, 1.0] 2. train CAE, VAE - run CAE(or VAE)_learning.py - save best model, whose error is the smallest 3. test CAE, VAE - run CAE(or VAE)_test.py - output reconstruction image data - extract latent space value - output prediction result 4. PCA on latent space value - use PCA.py - output analysis with some graphs
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