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readme.md
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# Diffusion Models
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This work was part of a term paper / project for the UMC203 Introduction to AI and ML course at IISc.
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## Contributors
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- Om Prakash Choudhary
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- Himesh Kumar Anant
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- Jithendra Rao Kasibhatla
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- Keval Pithadiya
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## Models Trained
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We trained Denoising Diffusion Probabilitic Models using the HuggingFace `diffusers` library for the clean image prediction and the noise prediction objectives on the below datasets and image sizes
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- CIFAR10 (32x32)
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- CelebA (32x32)
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- CelebA (128x128)
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- MNIST (32x32)
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The trained models can be downloaded from this Google Drive link:
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https://drive.google.com/drive/folders/1HmLK4hkkI6-Fl6vaHyX05PBe8U2FWl5E?usp=drive_link
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