Text-to-Image Wrappers Diffusion Models

Simple wrapper applications and web interfaces that integrate existing text-to-image APIs (OpenAI, Stability AI, etc.) without implementing core diffusion models. Does NOT include custom model implementations, fine-tuning tools, or advanced features like face-swapping or style transfer.

There are 54 text-to-image wrappers models tracked. 1 score above 50 (established tier). The highest-rated is mertizci/noai-watermark at 52/100 with 46 stars and 637 monthly downloads.

Get all 54 projects as JSON

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

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#	Model	Score	Tier	Stars	Language
1	mertizci/noai-watermark Remove invisible AI watermarks (SynthID, StableSignature, TreeRing) and...	52	Established	46	Python
2	d60/picwish PicWish T2I, Photo Enhancer and Background Remover for Python	42	Emerging	25	Python
3	Mitra-88/MetalSlugFontReborn Open Source Program/Webapp for Creating Metal Slug Font Text Images.	36	Emerging	6	Python
4	VritraSecz/LucidX Minimal, powerful AI image generation tool.	35	Emerging	7	Python
5	JingShing/AI-image-tag-extractor A tool to help you get image info.	34	Emerging	39	Python
6	omid/Persian-Log2Vis Persian Log2Vis / Arabic Log2Vis / A PHP project to convert logical UTF8...	33	Emerging	22	PHP
7	GradientSurfer/Draw2Img A simple web UI for interactive text-guided image to image generation,...	33	Emerging	342	Vue
8	billythegoat356/Raven Raven is a tool allowing you to generate an image with some text.	32	Emerging	32	Python
9	shidktbw/pixaiAPI just api for generate cute images	30	Emerging	6	Python
10	karanshah0206/Type-To-Write For those who hate handwriting, here's a simple web app that converts typed...	28	Experimental	11	HTML
11	TensorAlchemy/TensorAlchemy TensorAlchemy: Conjuring AI-powered visuals on the Bittensor blockchain. A...	28	Experimental	3	Python
12	ankit-chaubey/text-to-handwriting A collection of tools to convert text into various formats, including...	27	Experimental	6	JavaScript
13	POKeINK-ai/AI-Tattoo-Generator POKeINK.AI is the leading AI Tattoo Generator that transforms text prompts...	26	Experimental	6	—
14	KiriVoll/AI-Picture-Generator Text-to-image generator using g4f and Python with model selection and...	26	Experimental	3	Python
15	xispado/illumination_pipeline 📖 Automate e-book conversion into illustrated images with local AI,...	25	Experimental	3	Python
16	hyugogirubato/pyimagine Python library for AI-powered image manipulation.	25	Experimental	31	Python
17	AsutoshPati/artikle Turn boring text into stunning visuals with this Python pipeline. Artikle...	25	Experimental	2	Python
18	ZCode-opensource/image-artisan-xl Image Artisan XL is the ultimate desktop application for creating amazing...	24	Experimental	18	Python
19	xarantolus/artemgus Artemgus image generator	24	Experimental	3	HTML
20	Devanik21/DreamSketch 🌈 DreamCanvas • Powered by Imagination \| DreamCanvas is more than just a...	24	Experimental	2	Python
21	CodeNinjaSarthak/Aurigen-AI-Powered-Jewelry-Design-Studio Sketch it. Describe it. Wear it. AI-powered jewelry design that turns...	24	Experimental	2	Jupyter Notebook
22	yodamanleon52/Image-AI-Generator-2026 AI Image Generator is a powerful and user-friendly desktop application...	23	Experimental	1	—
23	jurczykpawel/ai-api-catalog Compare prices & providers for 2000+ AI models — LLMs, video, image, audio	22	Experimental	—	Python
24	PRITHIVSAKTHIUR/Imagineo-4K Midjourney X Instant Collage -- Collage Template + Grid + Quality Style	22	Experimental	12	Python
25	BDT2023/DreamGenie Dream Genie is an innovative application that transforms spoken or written...	22	Experimental	1	Python
26	shinshekai/GLM-Image High-quality Pinokio desktop UI for the GLM-Image text-to-image and...	21	Experimental	2	Python
27	Wolfteinter/Pic2Hubble This project is intended to produce images composed of 16x16 pixel clusters...	21	Experimental	10	Python
28	JoyPang123/Textmage A website to generate images from text.	21	Experimental	10	Python
29	rafael-najm/gallerygen AI-powered interior mockup generator for framed artworks. Automatically...	19	Experimental	—	Python
30	prakash-in21/pixelapi-python Official Python SDK for PixelAPI — AI image generation, background removal,...	19	Experimental	—	Python
31	yadavnikhil03/text-to-handwriting Hate writing by hand? Let this tool do it for you! Just type, and it...	18	Experimental	4	JavaScript
32	DWF967/AIPackGenerator Provides a way to make an AI generated Minecraft resource pack using Craiyon.	18	Experimental	8	Python
33	javi22020/CharacterGen Tool to generate identity-consistent LoRA training data.	17	Experimental	2	Python
34	vctor03/noai-watermark Remove invisible AI watermarks and manage metadata from images generated by...	16	Experimental	—	Python
35	obaskly/NeuralBleach A specialized tool for removing invisible AI watermarks, such as Google...	15	Experimental	8	Python
36	ARUNAGIRINATHAN-K/Text-to-Image-Generator-using-sd-v1.5 A user-friendly web application that transforms plain text prompts into...	15	Experimental	6	HTML
37	PowerImaginator/powerimaginatorserver Server for powerimaginatorclient	15	Experimental	—	Python
38	NullSingularity3/RedditImageDownloader Python module for batch-downloading media from Reddit, with support for...	14	Experimental	4	Python
39	evgenyigumnov/ai-tarot AI-Tarot is a Python-based tool to generate custom Tarot card illustrations...	14	Experimental	3	HTML
40	SYSTEM-MEMZ-XEK/HandWrite-CPP HandWrite - 一个基于 C++/Qt6...	14	Experimental	3	C++
41	CRCODE22/Neural-Identity-Matrix-P Neural Identity Matrix For Pinokio.	13	Experimental	2	JavaScript
42	mehmetkahya0/Abuzer-1-text-to-image basic text to image ai	13	Experimental	6	Python
43	luxuriant777/Handwritten-Text-Generator This project offers a simple and intuitive interface for users to input text...	12	Experimental	4	Python
44	Preluxe98/Preluxe-98 One of the best free AI image generators prelux 89	12	Experimental	1	—
45	JaumeRibas/Aether2DImgMaker Console app to generate images from the Aether model in different dimensions...	12	Experimental	1	Java
46	aihpi/demo-sketch2image An interactive AI tool that transforms simple sketches into detailed images...	11	Experimental	5	Python
47	yojiwatanabe/DeepDreamGUI A graphical user interface for creating "DeepDream" images. Uses Mathworks'...	11	Experimental	2	Matlab
48	ronchen0927/GenAI-E-Commerce-Asset-Generator Ecommerce Visual Pro: An advanced, automated AI image processing pipeline...	11	Experimental	—	Python
49	olgaashabardina-wq/Yandex-API-ARY- Демо генерации изображений через YandexART (Python-клиент + промпт и результат).	11	Experimental	—	Python
50	manudev-1/muse2_ai Brainwave-powered image generation using the Muse 2 EEG headset	11	Experimental	—	Python
51	StefanHeng/Image-Cloud-Generator Like word clouds, this is a utility that generates an image cloud.	11	Experimental	—	Python
52	ZahraArshia/Word2Image This project downloads images for Arabic words from Google Images and create...	10	Experimental	1	Jupyter Notebook
53	FreakLee/AI_Pictures_For_Poetry AI generates illustrations for poetry, lyrics, songs, music, etc。用 Bing...	10	Experimental	1	—
54	apiyi-api/ai-api-code-samples AI API 示例代码	10	Experimental	3	Python