A collection of awesome text-to-image generation studies.
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Dec 25, 2025 - TeX
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text-to-image-diffusion
Here are 20 public repositories matching this topic...
[CVPR 2021] Multi-Modal-CelebA-HQ: A Large-Scale Text-Driven Face Generation and Understanding Dataset
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Jun 1, 2024 - Python
Official PyTorch codes for the paper: "ViCo: Detail-Preserving Visual Condition for Personalized Text-to-Image Generation"
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Mar 20, 2024 - Jupyter Notebook
[NeurIPS 2024] RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models
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Nov 14, 2024 - Python
Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.
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Nov 22, 2023 - Python
Code for ACM MM'23 paper: LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation
text-to-image-synthesis diffusion-models large-language-models text-to-image-generation text-to-image-diffusion
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Aug 1, 2024 - Python
[CVPR '23] Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models
imagenet text-to-image semantic-segmentation plug-and-play face-generation multimodal celeba-hq-dataset multimodal-deep-learning face-synthesis text-to-image-synthesis diffusion-models ffhq-dataset text-to-image-generation multimodal-generation text-to-image-diffusion
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Mar 31, 2024 - Python
[ECCV'24] T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models
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Dec 21, 2025 - Jupyter Notebook
[ECCV 2024] Official repository of ECCV 2024 paper: Object-Conditioned Energy-Based Attention Map Alignment in Text-to-Image Diffusion Models
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May 24, 2025 - Python
[ECCV 2024 - Oral] Official PyTorch Implementation of "Adversarial Robustification via Text-to-Image Diffusion Models"
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Aug 17, 2024 - Python
Codebase for the paper ImPoster: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models
diffusion-models data-efficient image-customization test-time-training text-to-image-diffusion subject-driven-generation multi-concept-personalization pose-customization
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Feb 12, 2025 - Python
DreamBooth Text to Image AI Stable Diffusion
image-generation text-to-image text-to-image-generation stable-diffusion dreambooth text-to-image-diffusion text-to-image-ai image-stable-diffusion train-stable-diffusion
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Aug 25, 2023 - Python
An empirical study investigating whether Stable Diffusion XL produces genuinely novel visual concepts — or merely recombines patterns from its training data.
ms-coco novelty-detection diffusion-models clip-model generative-ai text-to-image-diffusion human-dreams
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Mar 24, 2026 - Jupyter Notebook
🤗 Generate images with diffusion models.
python cli package ai python3 text-to-image image-to-image diffusion inpainting diffusion-models text-to-image-generation diffusers text-to-image-diffusion text-to-image-ai
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Apr 17, 2026 - Python
Text to Image app with Stable Diffusion Pipeline and tkinter as its UI
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Apr 17, 2023 - Python
Smart and Simple Flux for GPU-poor
flux ai text-to-image prompt-engineering text-to-image-generation stable-diffusion stable-diffusion-webui text-to-image-diffusion text-to-image-ai deepseek deepseek-r1 deepseek-ai
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Feb 28, 2025 - Python
A curated list of AI image generation APIs, SDKs, and tools including text-to-image, image editing, diffusion models, generative art systems, and multimodal AI platforms. Covers commercial services, open source models with APIs, and scalable infrastructure for developers building visual applications.
image-generation awesome-list text-to-image ai-api diffusion-model diffusion-models text-to-image-generation stable-diffusion generative-ai stable-diffusion-api text-to-image-diffusion text-to-image-ai generative-ai-model image-generation-ai image-generation-tool
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Apr 17, 2026
Personalized & controllable image generation with your favorite characters and style!
personalization style-transfer lora clip ldm peft huggingface-diffusers multi-concept text-to-image-diffusion
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Jan 16, 2025 - Python
Curate and access a comprehensive list of AI image generation APIs, SDKs, and tools designed for developer integration and production use.
machine-learning generative-adversarial-network generative-art image-captioning text-to-image ai-api shadow-removal few-shot-learning diffusion-models ai-art few-shot-generation prompt-engineering stable-diffusion text-to-image-diffusion shadow-survey curated-collection ai-image-examples anime-ai-art cartoon-style
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Apr 19, 2026
🚀 Simplify FLUX access with 4-bit models and CPU offloading, enabling powerful GPU utilization and prompt generation from keywords with DeepSeek-R1 AI.
flux ai text-to-image github-config prompt-engineering text-to-image-generation stable-diffusion stable-diffusion-webui text-to-image-diffusion text-to-image-ai deepseek deepseek-r1 deepseek-ai
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Apr 19, 2026 - Python
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