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variational_autoencoder_Fashion-MNIST

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  license: apache-2.0
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+ ### Applying Variational Autoencoders to Fashion-MNIST Data
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+ [Auto-Encoding Variational Bayes (Paper)](https://arxiv.org/abs/1312.6114)
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+ #### Fashion-MNIST Dataset
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+ ##### Reconstruction
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+ ![reconstruction](assets/reconstruction.png)
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+ ##### Original
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+ ![original](assets/original.png)
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+
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+ ##### Generated Samples
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+ ![generated_sample_output](assets/generated_sample_output.png)
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+
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+ #### CIFAR-10 dataset output (Blurry)
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+ ![cifar-10](assets/cifar_10_output.png)
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+
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+ #### Model Info
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+ * Model: VAE
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+ * Training Notebook: vae.ipynb
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+ * Model: model.pth
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+ #### Training output and logs
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+ [Weights & Biases](https://wandb.ai/carlfeynman/vae/reports/VAE-Fashion-MNIST-Runs--Vmlldzo1NDgyNDAy)