diffusion-models

Open-source projects categorized as diffusion-models
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Topics: stable-diffusion Pytorch Deep Learning generative-model text-to-image
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Top 23 diffusion-model Open-Source Projects

  • Awesome-Diffusion-Models

    A collection of resources and papers on Diffusion Models

    • Project mention: Ask HN: How do you catch up to the research of LLMs/Transformers etc.? | news.ycombinator.com | 2023-12-20

    3. https://github.com/diff-usion/Awesome-Diffusion-Models

  • mmagic

    OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

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  • openvino

    OpenVINOâ„¢ is an open-source toolkit for optimizing and deploying AI inference

    • Project mention: FLaNK Stack 05 Feb 2024 | dev.to | 2024-02-05

  • SUPIR

    SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild

    • Project mention: Compressing Images with Neural Networks | news.ycombinator.com | 2024-03-18

    Current SOTA open source is I believe SUPIR (Example - https://replicate.com/p/okgiybdbnlcpu23suvqq6lufze), but it needs a lot of VRAM, or you can run it through replicate, or here's the repo (https://github.com/Fanghua-Yu/SUPIR)

  • VAR

    [GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation! (by FoundationVision)

    • Project mention: Visual Autoregressive Modeling: Image Generation via Next-Scale Prediction | news.ycombinator.com | 2024-04-07

  • awesome-speech-recognition-speech-synthesis-papers

    Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

  • Diffusion-Models-Papers-Survey-Taxonomy

    Diffusion model papers, survey, and taxonomy

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • Awesome-Video-Diffusion

    A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.

  • mmgeneration

    MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

  • DreamCraft3D

    [ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

    • Project mention: AI Image Generator Transforms 2D Images into 3D Images | news.ycombinator.com | 2023-11-07

  • custom-diffusion

    Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

  • RePaint

    Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

  • Make-It-3D

    [ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

  • Magic123

    [ICLR24] Official PyTorch Implementation of Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors

    • Project mention: Magic123: One Image to High-Quality 3D Object Generation | /r/patient_hackernews | 2023-08-05

  • zero123plus

    Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

    • Project mention: Zero123: A Single Image to Consistent Multi-View Diffusion Base Model | news.ycombinator.com | 2023-10-27

  • score_sde_pytorch

    PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

  • dpm-solver

    Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

  • score_sde

    Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

  • CrossAttentionControl

    Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

  • onediff

    OneDiff: An out-of-the-box acceleration library for diffusion models.

    • Project mention: Accelerating Stable Video Diffusion 3x Faster with OneDiff DeepCache and Int8 | news.ycombinator.com | 2024-01-29

    --output-video path/to/output_image.mp4

    Run with ComfyUI

    Run with OneDiff workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...

    Run with OneDiff + DeepCache workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...

    The use of Int8 can be referenced in the workflow: https://github.com/siliconflow/onediff/blob/main/onediff_com...

  • DDNM

    [ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

  • text2room

    Text2Room generates textured 3D meshes from a given text prompt using 2D text-to-image models (ICCV2023).

  • Paint-by-Example

    Paint by Example: Exemplar-based Image Editing with Diffusion Models

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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).

diffusion-models related posts

Index

What are some of the best open-source diffusion-model projects? This list will help you:

Project Stars
1 Awesome-Diffusion-Models 10,030
2 mmagic 6,570
3 openvino 5,911
4 SUPIR 3,359
5 VAR 3,024
6 awesome-speech-recognition-speech-synthesis-papers 2,870
7 Diffusion-Models-Papers-Survey-Taxonomy 2,659
8 Awesome-Video-Diffusion 2,426
9 mmgeneration 1,801
10 DreamCraft3D 1,799
11 custom-diffusion 1,778
12 RePaint 1,705
13 Make-It-3D 1,683
14 Magic123 1,456
15 zero123plus 1,437
16 score_sde_pytorch 1,401
17 dpm-solver 1,390
18 score_sde 1,242
19 CrossAttentionControl 1,237
20 onediff 1,194
21 DDNM 1,022
22 text2room 971
23 Paint-by-Example 959

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