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 68 text-to-image applications tools tracked. 2 score above 50 (established tier). The highest-rated is Woolverine94/biniou at 63/100 with 1,108 stars. 2 of the top 10 are actively maintained.

Get all 68 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	63	Established	1,108	Python
2	Lightricks/LTX-2 Official Python inference and LoRA trainer package for the LTX-2 audio–video...	61	Established	4,696	Python
3	Onion99/KMP-MineStableDiffusion 🎨 Multiplatform AI image generation app powered by Stable Diffusion • Built...	43	Emerging	73	Kotlin
4	TIGER-AI-Lab/ImagenHub A one-stop library to standardize the inference and evaluation of all the...	39	Emerging	178	Python
5	Bria-AI/RMBG-2.0 Bria RMBG 2.0 - image background removee	37	Emerging	175	Python
6	DaragonTech/NeoRefacer Next-generation, fully open-source refacer. Images. GIFs. TIFFs. Full-length...	37	Emerging	41	Python
7	LetterLiGo/SafeGen_CCS2024 [CCS'24] SafeGen: Mitigating Unsafe Content Generation in Text-to-Image Models	34	Emerging	138	Python
8	HanaokaYuzu/NovelAI-API 🎨 Lightweight async Python API for NovelAI image generation	33	Emerging	30	Python
9	sunxfancy/SSUI A Python-Script Based Generative AI platform	33	Emerging	35	Python
10	FMXExpress/Stable-Diffusion-Text-To-Image-Prompts Cross-platform Stable Diffusion Text to Image Prompts Generator built in...	31	Emerging	21	Pascal
11	XianfengWu01/LightGen An Efficient Text-to-Image Generation Pretrain Pipeline	31	Emerging	131	Python
12	FMXExpress/SDXL-Inpainting Desktop application to mask an image and use SDXL inpainting to paint part...	29	Experimental	25	Pascal
13	TIGER-AI-Lab/ImagenWorld Stress-Testing Image Generation Models with Explainable Human Evaluation on...	29	Experimental	28	Python
14	YAV-AI/NodeJS-Stable-Diffusion-XL-Base-1.0-Hugging-Face-Inference-API A simple node.js example that generates an image using StableDiffusion via...	28	Experimental	6	JavaScript
15	intellerce/controlanimate ControlAnimate Library	26	Experimental	48	Python
16	Adnan-Khan7/TactileNet TactileNet is an AI-powered framework for generating accessible tactile...	25	Experimental	6	Python
17	s-du/ScribbleArchitect Transform your simple scribbles into architectural designs using style...	24	Experimental	111	Python
18	Bria-AI/BRIA-3.2 GitHub repository for the Bria 3.2 pipeline	24	Experimental	44	—
19	FMXExpress/AI-Lightbox Desktop AI based product lightbox tool that will take an image, mask it, and...	23	Experimental	6	Pascal
20	modl-org/modl Local-first AI image generation toolkit. Pull models, train LoRAs, generate...	23	Experimental	1	Rust
21	sat-mtl/koaia A tool for exploring generative ai	23	Experimental	1	QML
22	Snehalatha345/AI-Based-Dream-Visualizer AI system that converts dream text into generated images using NLP and...	23	Experimental	1	Python
23	mit-han-lab/VisCompare A WebUI for Side-by-Side Comparison of Media (Images/Videos) Across Multiple Folders	23	Experimental	25	Python
24	KreischerPanoptic/gendojo A Generative AI Dojo for LoRA/Dreambooth/TI training using...	22	Experimental	—	TypeScript
25	VirtualLife65/mask_maker_v2 A professional AI-powered image editor that transforms raster images into...	22	Experimental	1	Python
26	neiljrunde/AI-Face-Changer-Real-Time Swap and edit faces in photos and videos in real-time using AI-driven deep...	22	Experimental	—	C++
27	astonehall/ash_gen SDXL image generation app using Python in the backend and (eventually) a...	22	Experimental	—	JavaScript
28	pranay-009/Background-Remover Welcome to the Background Remover project! This tool allows you to...	21	Experimental	11	Python
29	pathwiselabs/pixel-pipeline A Python application with Gradio UI for batch processing and captioning of...	20	Experimental	9	Python
30	akashbhgowda-cmyk/ai-image-generation-webapp AI-powered text-to-image web application using Stable Diffusion and Gradio.	19	Experimental	—	Python
31	ootani2015/imagerag-webui An enhanced ImageRAG implementation with Streamlit WebUI, optimized for...	19	Experimental	—	Python
32	abbyrana/text-to-image-sd-1-5-neco-arc-zxc Fine-tuned Stable Diffusion 1.5 text-to-image model that generates Neco Arc...	19	Experimental	—	Jupyter Notebook
33	lelus78/FaceSwapApp A full-stack web application that uses a chain of AI models (Stable...	18	Experimental	4	JavaScript
34	zer0int/CLIP-Direct-Ascent-Synthesis Like a CLIP + VQGAN. Except without a VQGAN.	17	Experimental	5	Python
35	abhi3940/HTM-4.0 Webapp that uses a generative model designed to create realistic before and...	17	Experimental	4	Python
36	FRiMN/GenUI Desktop UI application designed to simplify and enhance the process of...	17	Experimental	2	Python
37	NI3singh/AI-Avtaar The AI-Avtaar pipeline, built on Streamlit, automates creating custom AI...	17	Experimental	2	Python
38	frasertheking/blindzone_inpainting Public data repository for the AIES spaceborne blind zone inpainting model	16	Experimental	4	Jupyter Notebook
39	chongzixuan-ai/FMX-Text-To-Image-generator Cross-platform Stable Diffusion Text to Image Prompts Generator built in...	16	Experimental	1	Pascal
40	kanjunwon/Project_Mood LLM & Diffusion 모델 기반의 다차원 감정 분석 그림일기 서비스	16	Experimental	—	—
41	JohnAndrewsX/JAX-Cards-AI-Art-Wildcard-Framework A comprehensive collection of wildcards for use with generative AI tools...	15	Experimental	2	Shell
42	Detoxfox4234/VIBE-Local-GUI-Windows A local Gradio Web-UI for the VIBE model...	15	Experimental	7	Python
43	mandemadhu901/AI-DeepFace-GUI DeepFace Soft AI is a powerful and user-friendly desktop software designed...	15	Experimental	1	—
44	skandvj/SketchToScale-GenAI-Design-Engine A Generative AI prototype transforming rough sketches into product renders...	15	Experimental	—	Jupyter Notebook
45	maelysjb/Character-Generation-for-Comics Generate Comic Characters using DreamBooth and LoRA to Generate a Comic Book Strip	14	Experimental	7	Jupyter Notebook
46	Bria-AI/BRIA-3.2-ControlNet-Union Bria 3.2 - ControlNet Union	14	Experimental	3	Python
47	Raxephion/AuraGen-AuraFlow-WebUI Lightweight 6GB VRAM Gradio web app with auto-installer for running AuraFlow...	14	Experimental	3	Python
48	AkshaySyal/visual-reasoning-pipeline End-to-end experiments with vision model prompting: segmentation (SAM),...	14	Experimental	—	Jupyter Notebook
49	Ahmed-Saeed-Abdullah-Alshanwany/Al_Game_Character_Designer An interactive AI-powered web app for generating and fine-tuning game...	14	Experimental	—	Jupyter Notebook
50	SystemVll/Datapax Experimental pipeline for AI-assisted image normalization and dataset...	14	Experimental	3	Python
51	jacobmarks/text-to-image Use text-to-image models Stable Diffusion, DALL-E2, DALL-E3, SDXL, SSD-1B,...	14	Experimental	33	Python
52	QuintessentialForms/ParrotLUX Painting App for Open-Source AI	13	Experimental	6	JavaScript
53	Detoxfox4234/Z-Image-Local-GUI ⚡ A lightning-fast local Gradio GUI for Z-Image-Turbo (Windows). Optimized...	13	Experimental	2	Python
54	pooya-mohammadi/easy_image_inpainting Generative AI based image editing/inpainting made super easy to work with.	12	Experimental	20	Jupyter Notebook
55	darkpalladin-eastz19/InvokeAI A self-contained, offline image generation studio based on Stable Diffusion....	12	Experimental	1	—
56	Vanshika135-svvv/GEN-AI-task2 Gemini said Task-02 utilizes Stable Diffusion XL to transform text into...	12	Experimental	1	HTML
57	yuvrajtiwary-bitmesraece/PixelGenie PixelGenie blends neural style transfer and Stable Diffusion to generate...	12	Experimental	1	Jupyter Notebook
58	twardoch/maskilayer Python tool to composite two images using one or more mask images	12	Experimental	1	Python
59	Balaji-30/ImageFusion ImageFusion blends people, background, and props from multiple images into a...	12	Experimental	1	Python
60	mrigankad/Ravana A production-ready, high-performance SDK for real-time face swapping....	12	Experimental	1	Python
61	lucatosc/AI-Lightbox Desktop AI based product lightbox tool that will take an image, mask it, and...	11	Experimental	2	Pascal
62	Vishisht16/AI-Photoshoot-Studio An interactive AI studio to generate images from text OR control the exact...	11	Experimental	—	Jupyter Notebook
63	brhenri-mr/SteelFLUX Fine-tuning of FluxFill (ACE++) to generate structural steel connections via...	11	Experimental	—	Jupyter Notebook
64	RiadhHalila/RealvisXL_V4_Project Un studio de photographie virtuelle piloté par l'IA, utilisant LLaMA 3 pour...	11	Experimental	—	Python
65	Samiullah-ai-01/qwen_lora_image_editing_project A premium AI studio, SignForge, creates architectural signage mockups by...	11	Experimental	—	Python
66	shivkhurana/gen-ai-text-to-image-saas Generative AI Text-to-Image SaaS. A full-stack application leveraging...	11	Experimental	—	Python
67	lh0x00/scuid scuid is a lightweight Python library for generating compact,...	10	Experimental	1	Python
68	Raghavendra-KM/Pictor_Craft PictorCraft is a hardware-accelerated AI image generator that uses Stable...	10	Experimental	1	Python