CIFAR-Autoencoder-Classification

This repo contains the notebooks for experimentation with different autoencoder architectures to obtain the latent reperesentation of images from CIFAR10 dataset and then uses those reperesentation to classify the images.

Name		Name	Last commit message	Last commit date
Report		Report
weights		weights
.gitattributes		.gitattributes
DataFilteringAndManipulation-TestSet.ipynb		DataFilteringAndManipulation-TestSet.ipynb
DataFilteringAndManipulation.ipynb		DataFilteringAndManipulation.ipynb
Ensemble_model_classifier_dropout_bn-16_16.ipynb		Ensemble_model_classifier_dropout_bn-16_16.ipynb
Notebook1-AutoEncoder-Compressionfactor16.ipynb		Notebook1-AutoEncoder-Compressionfactor16.ipynb
Notebook2-AutoEncoder-MSELoss-Compressionfactor2.ipynb		Notebook2-AutoEncoder-MSELoss-Compressionfactor2.ipynb
Notebook2-AutoEncoder-MSELoss-Compressionfactor4.ipynb		Notebook2-AutoEncoder-MSELoss-Compressionfactor4.ipynb
Notebook2-AutoEncoder-MSELoss-Compressionfactor8.ipynb		Notebook2-AutoEncoder-MSELoss-Compressionfactor8.ipynb
README.md		README.md
Vanilla_model_classifier.ipynb		Vanilla_model_classifier.ipynb

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