text-to-image-synthesis

Open-source projects categorized as text-to-image-synthesis
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Language: + Python + Jupyter Notebook
Topics: multimodal Deep Learning Computer Vision image-generation diffusion
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Top 5 text-to-image-synthesis Open-Source Projects

  • OFA

    Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

  • blended-latent-diffusion

    Official implementation for "Blended Latent Diffusion" [SIGGRAPH 2023]

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  • clip-guided-diffusion

    A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

  • StyleCLIPDraw

    Styled text-to-drawing synthesis method. Featured at IJCAI 2022 and the 2021 NeurIPS Workshop on Machine Learning for Creativity and Design

  • tdanet

    The pytorch implementation of the paper "text-guided neural image inpainting" at MM'2020 (oral)

  • 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).

text-to-image-synthesis related posts

  • 2 CLIP-guided systems that are similar to CLIPDraw: StyleCLIPDraw from pschaldenbrand, and DIFFVG_Play from johnowhitaker

    1 project | /r/bigsleep | 16 Nov 2021

  • [R] StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis

    3 projects | /r/MachineLearning | 7 Nov 2021

Index

What are some of the best open-source text-to-image-synthesis projects? This list will help you:

Project Stars
1 OFA 2,331
2 blended-latent-diffusion 514
3 clip-guided-diffusion 447
4 StyleCLIPDraw 274
5 tdanet 83

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