Text-to-Image Applications Generative AI Tools

End-to-end applications and interfaces for generating images from text prompts using models like Stable Diffusion. Includes web UIs, desktop tools, and specialized generators (logos, SVGs, tactile graphics). Does NOT include model frameworks, fine-tuning tools, or image editing/captioning as primary focus.

There are 81 text-to-image applications tools tracked. 2 score above 50 (established tier). The highest-rated is Woolverine94/biniou at 67/100 with 1,108 stars. 2 of the top 10 are actively maintained.

Get all 81 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=text-to-image-applications&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	Woolverine94/biniou a self-hosted webui for 30+ generative ai	67	Established	1,108	Python
2	Lightricks/LTX-2 Official Python inference and LoRA trainer package for the LTX-2 audio–video...	58	Established	4,696	Python
3	TIGER-AI-Lab/ImagenHub A one-stop library to standardize the inference and evaluation of all the...	46	Emerging	178	Python
4	Onion99/KMP-MineStableDiffusion 🎨 Multiplatform AI image generation app powered by Stable Diffusion • Built...	44	Emerging	73	Kotlin
5	DaragonTech/NeoRefacer Next-generation, fully open-source refacer. Images. GIFs. TIFFs. Full-length...	44	Emerging	41	Python
6	Bria-AI/RMBG-2.0 Bria RMBG 2.0 - image background removee	43	Emerging	175	Python
7	LetterLiGo/SafeGen_CCS2024 [CCS'24] SafeGen: Mitigating Unsafe Content Generation in Text-to-Image Models	41	Emerging	138	Python
8	sunxfancy/SSUI A Python-Script Based Generative AI platform	40	Emerging	35	Python
9	HanaokaYuzu/NovelAI-API 🎨 Lightweight async Python API for NovelAI image generation	40	Emerging	30	Python
10	FMXExpress/Stable-Diffusion-Text-To-Image-Prompts Cross-platform Stable Diffusion Text to Image Prompts Generator built in...	38	Emerging	21	Pascal
11	XianfengWu01/LightGen An Efficient Text-to-Image Generation Pretrain Pipeline	38	Emerging	131	Python
12	FMXExpress/SDXL-Inpainting Desktop application to mask an image and use SDXL inpainting to paint part...	36	Emerging	25	Pascal
13	intellerce/controlanimate ControlAnimate Library	33	Emerging	48	Python
14	TIGER-AI-Lab/ImagenWorld Stress-Testing Image Generation Models with Explainable Human Evaluation on...	32	Emerging	28	Python
15	Adnan-Khan7/TactileNet TactileNet is an AI-powered framework for generating accessible tactile...	32	Emerging	6	Python
16	s-du/ScribbleArchitect Transform your simple scribbles into architectural designs using style...	31	Emerging	111	Python
17	FMXExpress/AI-Lightbox Desktop AI based product lightbox tool that will take an image, mask it, and...	30	Emerging	6	Pascal
18	Bria-AI/BRIA-3.2 GitHub repository for the Bria 3.2 pipeline	30	Emerging	44	—
19	mit-han-lab/VisCompare A WebUI for Side-by-Side Comparison of Media (Images/Videos) Across Multiple Folders	30	Emerging	25	Python
20	pranay-009/Background-Remover Welcome to the Background Remover project! This tool allows you to...	28	Experimental	11	Python
21	pathwiselabs/pixel-pipeline A Python application with Gradio UI for batch processing and captioning of...	26	Experimental	9	Python
22	FRiMN/GenUI Desktop UI application designed to simplify and enhance the process of...	24	Experimental	2	Python
23	lelus78/FaceSwapApp A full-stack web application that uses a chain of AI models (Stable...	24	Experimental	4	JavaScript
24	abhi3940/HTM-4.0 Webapp that uses a generative model designed to create realistic before and...	24	Experimental	4	Python
25	zer0int/CLIP-Direct-Ascent-Synthesis Like a CLIP + VQGAN. Except without a VQGAN.	24	Experimental	5	Python
26	VirtualLife65/mask_maker_v2 A professional AI-powered image editor that transforms raster images into...	24	Experimental	1	Python
27	NI3singh/AI-Avtaar The AI-Avtaar pipeline, built on Streamlit, automates creating custom AI...	23	Experimental	2	Python
28	frasertheking/blindzone_inpainting Public data repository for the AIES spaceborne blind zone inpainting model	23	Experimental	4	Jupyter Notebook
29	Snehalatha345/AI-Based-Dream-Visualizer AI system that converts dream text into generated images using NLP and...	22	Experimental	1	Python
30	neiljrunde/AI-Face-Changer-Real-Time Swap and edit faces in photos and videos in real-time using AI-driven deep...	22	Experimental	—	C++
31	astonehall/ash_gen SDXL image generation app using Python in the backend and (eventually) a...	22	Experimental	—	JavaScript
32	modl-org/modl Local-first AI image generation toolkit. Pull models, train LoRAs, generate...	22	Experimental	1	Rust
33	sat-mtl/koaia A tool for exploring generative ai	22	Experimental	1	QML
34	JohnAndrewsX/JAX-Cards-AI-Art-Wildcard-Framework A comprehensive collection of wildcards for use with generative AI tools...	22	Experimental	2	Shell
35	ootani2015/imagerag-webui An enhanced ImageRAG implementation with Streamlit WebUI, optimized for...	21	Experimental	—	Python
36	jacobmarks/text-to-image Use text-to-image models Stable Diffusion, DALL-E2, DALL-E3, SDXL, SSD-1B,...	21	Experimental	33	Python
37	abbyrana/text-to-image-sd-1-5-neco-arc-zxc Fine-tuned Stable Diffusion 1.5 text-to-image model that generates Neco Arc...	21	Experimental	—	Jupyter Notebook
38	akashbhgowda-cmyk/ai-image-generation-webapp AI-powered text-to-image web application using Stable Diffusion and Gradio.	21	Experimental	—	Python
39	maelysjb/Character-Generation-for-Comics Generate Comic Characters using DreamBooth and LoRA to Generate a Comic Book Strip	21	Experimental	7	Jupyter Notebook
40	chongzixuan-ai/FMX-Text-To-Image-generator Cross-platform Stable Diffusion Text to Image Prompts Generator built in...	20	Experimental	1	Pascal
41	QuintessentialForms/ParrotLUX Painting App for Open-Source AI	20	Experimental	6	JavaScript
42	Bria-AI/BRIA-3.2-ControlNet-Union Bria 3.2 - ControlNet Union	20	Experimental	3	Python
43	Raxephion/AuraGen-AuraFlow-WebUI Lightweight 6GB VRAM Gradio web app with auto-installer for running AuraFlow...	20	Experimental	3	Python
44	twardoch/maskilayer Python tool to composite two images using one or more mask images	19	Experimental	1	Python
45	pooya-mohammadi/easy_image_inpainting Generative AI based image editing/inpainting made super easy to work with.	19	Experimental	20	Jupyter Notebook
46	KreischerPanoptic/gendojo A Generative AI Dojo for LoRA/Dreambooth/TI training using...	19	Experimental	—	TypeScript
47	Balaji-30/ImageFusion ImageFusion blends people, background, and props from multiple images into a...	18	Experimental	1	Python
48	yuvrajtiwary-bitmesraece/PixelGenie PixelGenie blends neural style transfer and Stable Diffusion to generate...	18	Experimental	1	Jupyter Notebook
49	lucatosc/AI-Lightbox Desktop AI based product lightbox tool that will take an image, mask it, and...	18	Experimental	2	Pascal
50	Detoxfox4234/VIBE-Local-GUI-Windows A local Gradio Web-UI for the VIBE model...	17	Experimental	7	Python
51	skandvj/SketchToScale-GenAI-Design-Engine A Generative AI prototype transforming rough sketches into product renders...	17	Experimental	—	Jupyter Notebook
52	lh0x00/scuid scuid is a lightweight Python library for generating compact,...	17	Experimental	1	Python
53	SystemVll/Datapax Experimental pipeline for AI-assisted image normalization and dataset...	16	Experimental	3	Python
54	kanjunwon/Project_Mood LLM & Diffusion 모델 기반의 다차원 감정 분석 그림일기 서비스	16	Experimental	—	—
55	Detoxfox4234/Z-Image-Local-GUI ⚡ A lightning-fast local Gradio GUI for Z-Image-Turbo (Windows). Optimized...	15	Experimental	2	Python
56	mandemadhu901/AI-DeepFace-GUI DeepFace Soft AI is a powerful and user-friendly desktop software designed...	15	Experimental	1	—
57	mrigankad/Ravana A production-ready, high-performance SDK for real-time face swapping....	14	Experimental	1	Python
58	Ahmed-Saeed-Abdullah-Alshanwany/Al_Game_Character_Designer An interactive AI-powered web app for generating and fine-tuning game...	14	Experimental	—	Jupyter Notebook
59	Vanshika135-svvv/GEN-AI-task2 Gemini said Task-02 utilizes Stable Diffusion XL to transform text into...	14	Experimental	1	HTML
60	shivkhurana/gen-ai-text-to-image-saas Generative AI Text-to-Image SaaS. A full-stack application leveraging...	13	Experimental	—	Python
61	Vishisht16/AI-Photoshoot-Studio An interactive AI studio to generate images from text OR control the exact...	13	Experimental	—	Jupyter Notebook
62	Samiullah-ai-01/qwen_lora_image_editing_project A premium AI studio, SignForge, creates architectural signage mockups by...	13	Experimental	—	Python
63	RiadhHalila/RealvisXL_V4_Project Un studio de photographie virtuelle piloté par l'IA, utilisant LLaMA 3 pour...	13	Experimental	—	Python
64	brhenri-mr/SteelFLUX Fine-tuning of FluxFill (ACE++) to generate structural steel connections via...	13	Experimental	—	Jupyter Notebook
65	AkshaySyal/visual-reasoning-pipeline End-to-end experiments with vision model prompting: segmentation (SAM),...	13	Experimental	—	Jupyter Notebook
66	Raghavendra-KM/Pictor_Craft PictorCraft is a hardware-accelerated AI image generator that uses Stable...	12	Experimental	1	Python
67	darkpalladin-eastz19/InvokeAI A self-contained, offline image generation studio based on Stable Diffusion....	12	Experimental	1	—
68	kmnis/comicface.ai Turn your photos into a comic book version of yourself	11	Experimental	3	Python
69	FMXExpress/AI-Image-Upscaler AI Image Upscaler desktop GUI using FireMonkey for Python.	11	Experimental	3	Python
70	ikmalsaid/stella-image-creator STELLA Image Creator (Deprecated)	11	Experimental	—	Python
71	Nishant2018/Image-Inpainting-AutoEncoder-Gen-AI Image inpainting is a technique used in computer vision and image processing...	11	Experimental	4	Jupyter Notebook
72	Tyler-Pritchard/tabla-image-gen-ai 🪘 Tabla Drum Image Generator – AI-powered tabla drum image generation using...	11	Experimental	—	Python
73	rebin03/Text2Visual Web application that utilizes the Stable Diffusion model to generate, save,...	11	Experimental	—	JavaScript
74	checkpoint-arena/cpa-generate Checkpoint Arena Image and Metadata Generation	11	Experimental	—	Python
75	manojhegdekadatoka/Ai_diffusion_ Streamlined interface for generating images with AI in Krita. Inpaint and...	11	Experimental	—	Python
76	hanifsyarubany/Zero-shot-Agentic-AI-Image-Editing-App 🖼️ Zero-shot AI image editing pipeline combining multimodal LLM reasoning,...	10	Experimental	1	Python
77	JacquieK1k/UnderGradThesis AI-driven 3D character design using Stable Diffusion and LoRA. Covers...	10	Experimental	2	—
78	Pwang0722/Deepfake_Video_by_FaceFusion FaceFusion Desktop & Colab	10	Experimental	2	—
79	zer0int/CLIP-generative-adversarial Projected Gradient Descent (PGD), inverted and amplified -> prompt &...	10	Experimental	2	Python
80	charlieforward9/Curvify Preoperative Previews, Powered by AI	10	Experimental	2	Python
81	nithin521/Manga-Images-Generator-Model A model for high quality manga style image generation using stable diffusion	10	Experimental	1	—