Python ddpm

Open-source Python projects categorized as ddpm
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Topics: generative-model Pytorch image-generation video-generation text-to-video
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Top 7 Python ddpm Projects

  • Image-Super-Resolution-via-Iterative-Refinement

    Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

  • DenoisingDiffusionProbabilityModel-ddpm-

    This may be the simplest implement of DDPM. You can directly run Main.py to train the UNet on CIFAR-10 dataset and see the amazing process of denoising.

    • Project mention: DDPM in Auto1111? | /r/StableDiffusion | 2023-07-04

    This probably won't be helpful but you could try searching github for an install url that you can enter in the extensions tab. I found this one but I don't know if it works. https://github.com/zoubohao/DenoisingDiffusionProbabilityModel-ddpm-.git

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  • video-diffusion-pytorch

    Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch

  • storyteller

    Multimodal AI Story Teller, built with Stable Diffusion, GPT, and neural text-to-speech (by jaketae)

  • DiffSBDD

    A Euclidean diffusion model for structure-based drug design.

  • minimal-text-diffusion

    A minimal implementation of diffusion models for text generation

  • DDPM_inversion

    Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.

    • Project mention: DDPM inversion | /r/StableDiffusion | 2023-06-02

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python ddpm related posts

  • Is there any nano-gpt/pico-gpt like implementation available for stable-diffusion models?

    1 project | /r/deeplearning | 23 Apr 2023

  • I know nothing about coding - could someone help me get something running?

    1 project | /r/AskProgramming | 20 May 2022

  • New Super Resolution method

    1 project | /r/GameUpscale | 12 Nov 2021

  • Google’s New AI Photo Upscaling Tech Is Jaw-Dropping

    2 projects | news.ycombinator.com | 1 Sep 2021

  • SR3: Iterative Image Enhancement

    2 projects | news.ycombinator.com | 31 Aug 2021

  • I have super limited coding experience but have a question about this github link.

    1 project | /r/coding | 29 Aug 2021
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    www.influxdata.com | 4 May 2024
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Index

What are some of the best open-source ddpm projects in Python? This list will help you:

Project Stars
1 Image-Super-Resolution-via-Iterative-Refinement 3,364
2 DenoisingDiffusionProbabilityModel-ddpm- 1,273
3 video-diffusion-pytorch 1,125
4 storyteller 472
5 DiffSBDD 290
6 minimal-text-diffusion 261
7 DDPM_inversion 185

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