Python diffusion-model

Open-source Python projects categorized as diffusion-model
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Topics: aigc stable-diffusion text-to-video video-editing speech-synthesis
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Top 8 Python diffusion-model Projects

  • DiffSinger

    DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code

  • prolificdreamer

    Official code of ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

    • Project mention: ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation | news.ycombinator.com | 2023-09-28

  • 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.

    WorkOS logo

  • StableVideo

    [ICCV 2023] StableVideo: Text-driven Consistency-aware Diffusion Video Editing

    • Project mention: MagicEdit: High-Fidelity Temporally Coherent Video Editing | news.ycombinator.com | 2023-08-29

    Looks like its building on the same concepts as stable video.

    https://github.com/rese1f/StableVideo

  • MotionDiffuse

    MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model

  • ReVersion

    ReVersion: Diffusion-Based Relation Inversion from Images

    • Project mention: List of Stable Diffusion research softwares that I don't think gotten widespread adoption. | /r/StableDiffusion | 2023-12-10

  • LAMP

    Official implement code of LAMP: Learn a Motion Pattern by Few-Shot Tuning a Text-to-Image Diffusion Model (Few-shot-based text-to-video diffusion)

    • Project mention: List of Stable Diffusion research softwares that I don't think gotten widespread adoption. | /r/StableDiffusion | 2023-12-10

  • ReuseAndDiffuse

    Reuse and Diffuse: Iterative Denoising for Text-to-Video Generation

    • Project mention: Reuse and Diffuse: Creating More Video Frames from Few with 'VidRD' | /r/StableDiffusion | 2023-10-18

    Code: https://github.com/anonymous0x233/ReuseAndDiffuse

  • InfluxDB

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  • add-thin

    This is the reference implementation of our NeurIPS 2023 paper "Add and Thin: Diffusion for Temporal Point Processes"

    • Project mention: [R] Add and Thin: Diffusion for Temporal Point Processes | /r/MachineLearning | 2023-12-10
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 diffusion-model related posts

Index

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

Project Stars
1 DiffSinger 4,107
2 prolificdreamer 1,366
3 StableVideo 1,323
4 MotionDiffuse 741
5 ReVersion 427
6 LAMP 220
7 ReuseAndDiffuse 35
8 add-thin 12

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