Text-to-Image Generation ML Frameworks

Tools and applications for generating images from text prompts using AI models like Stable Diffusion, DALL-E, or Kandinsky. Includes web apps, mobile apps, APIs, and frontends. Does NOT include image-to-text, general image processing, or non-generative computer vision tasks.

There are 50 text-to-image generation frameworks tracked. The highest-rated is OverStruck/deep-dream-maker at 46/100 with 54 stars.

Get all 50 projects as JSON

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

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#	Framework	Score	Tier	Stars	Language
1	OverStruck/deep-dream-maker GUI Interface for Google's Deep Dream and related python scripts	46	Emerging	54	JavaScript
2	maua-maua-maua/maua Deep learning toolkit for image, video, and audio synthesis	46	Emerging	107	Python
3	gordicaleksa/pytorch-deepdream PyTorch implementation of DeepDream algorithm (Mordvintsev et al.)....	42	Emerging	401	Jupyter Notebook
4	kesara/deepdreamer Easy to configure Python program that make use of Google's DeepDream.	40	Emerging	208	Python
5	symisc/ascii_art Real-Time ASCII Art Rendering Library	38	Emerging	735	C
6	Amey-Thakur/ZERO-SHOT-VIDEO-GENERATION 🎥 Zero-Shot Video Generation – A neural video synthesis studio powered by...	37	Emerging	7	Python
7	JuliaPoo/AsciiArtist An ascii art generator that's actually good. Does edge detection and selects...	37	Emerging	58	Python
8	prathmesh-ka-github/ASCIINATOR Experience the magic of AI-powered ASCII art! This web application,...	37	Emerging	2	TypeScript
9	stong/gradscii-art An extremely good ASCII art generator, based on machine learning	36	Emerging	234	Python
10	OsciiArt/DeepAA make ASCII Art by Deep Learning	36	Emerging	1,569	Python
11	gsurma/deep_dream DeepDream psychodelic image generator.	34	Emerging	38	Python
12	Dicklesworthstone/ascii_art_mini_transformer A tiny, CPU-efficient transformer for generating ASCII art with 2D...	32	Emerging	7	Python
13	modal-labs/turbo-art A playground for creative exploration that uses SDXL Turbo.	32	Emerging	236	Svelte
14	tuanle618/deepArt-generation Repository for generating arts using modern algorithms such as deep...	30	Emerging	12	Python
15	liaopeiyuan/artbench Benchmarking Generative Models with Artworks	28	Experimental	238	Python
16	aslezar/BlogMinds AI Blogging website, writers can use AI for text completion and generate...	28	Experimental	8	TypeScript
17	kosmickroma/somnivex Autonomous generative art screensaver - Gray Scott reaction-diffusion on...	28	Experimental	1	Python
18	ngohgia/text2brain Generating brain activation maps from free-form text query	28	Experimental	27	Python
19	KleinYuan/image2text A deep learning project to tell a story with an image or a video.	26	Experimental	44	Python
20	UmairOye/AI-Art-Generator The AI Art Generator App is an Android application that leverages the Stable...	26	Experimental	25	Kotlin
21	Schweis-Cooperative/BrushStroke AI image generator for Android using models from like OpenAI and Google.	26	Experimental	5	Dart
22	erogaki-dev/DeepCreamPy-erogaki-wrapper A wrapper to make DeepCreamPy work with erogaki.	25	Experimental	5	Python
23	narahir/RetroDiffusionApp 🎨 Create and pixelate images effortlessly with the RetroDiffusion iOS app,...	24	Experimental	2	Swift
24	CodeSyncio/autwomboGUI a GUI to automatically generate images from dream.ai	23	Experimental	6	Python
25	Echsecutor/gen_ai_container Container running Invoke AI webservice for AI image generation	23	Experimental	5	Python
26	Ryo-samuraiJP/AI-Visual-Doppelganger AI-powered image replication web tool, built with Flask, Python, NumPy, and...	22	Experimental	1	HTML
27	Samxomega13/ovis-image-docker 🎨 Deploy Ovis-Image effortlessly with a one-click Docker setup for...	22	Experimental	—	Python
28	joelbarmettlerUZH/DeepDream_Intro 15 Minutes introductionn into Deep Dreaming Neural Networks and how we can...	21	Experimental	8	Python
29	popcord/Tensor.art-Scraper scrape model-related data (such as Models/Checkpoints, LORAs, DORAs, LOCONs,...	20	Experimental	12	Python
30	iman-hussain/ASCII-fi ASCII-fi is a high-performance video-to-ASCII conversion engine. It features...	20	Experimental	1	JavaScript
31	mftnakrsu/DeepDream Generative deep learning: DeepDream	19	Experimental	24	Jupyter Notebook
32	KogaiIrina/masterpiece-creator Lightning App that generates beautiful art using the Disco Diffusion model	18	Experimental	6	Python
33	kevinppaulo/deep-dream-me-bot A bot that listens for the #DeepDreamMeBot hashtag on a tweet with an image...	17	Experimental	4	JavaScript
34	Gaurav-Jaiswal-1/Text2Image-Generation Text-to-Image Generation builds a model to create images from text...	17	Experimental	2	Jupyter Notebook
35	TXTVoyager/Ascii-Image-Art Python library for converting images into ASCII character strings and ASCII...	17	Experimental	2	Python
36	MeakhelG/Proyek-Image-Generation Submission proyek praktik Generative AI Text-to-Image maupun Image-to-Image...	14	Experimental	—	Jupyter Notebook
37	jmuozan/IaaC_LLUM25 Institute for Advanced Architecture of Catalonia LLUM25 BCN festival...	14	Experimental	1	Python
38	6nb/ai-art-generator Automate trippy artwork creation from wombo.art	14	Experimental	7	Python
39	omijr123/AI-Art-Generator 🎨 AI Art Generator \| Text-to-Image & Text-to-Video Web (Flask) + Android...	13	Experimental	2	Python
40	kyegomez/Gen2 Implementation of "Text driven video generation" in pytorch	13	Experimental	7	Python
41	UmairThakur/UPT-Artist UPT-Artist is a Python application that utilizes OpenAI's GPT-3.5 language...	13	Experimental	5	—
42	Vaibhav-kesarwani/artify-ai 𝗔𝗿𝘁𝗶𝗳𝘆 𝗔𝗜 is a powerful 𝘁𝗲𝘅𝘁-𝘁𝗼-𝗶𝗺𝗮𝗴𝗲 𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗼𝗿 🖼️ that transforms your text...	12	Experimental	3	C++
43	merakkshh/AI-Text-to-Image-Generator AI-powered web application that generates images from text prompts using...	11	Experimental	—	Python
44	ascii-rs/Nomad Generate ASCII art using AI 🦀 🚀	11	Experimental	2	—
45	Darshan-Rajanna/text-to-image-generator Generating AI images from user Input, using Python, Diffusers, OpenCV,...	11	Experimental	2	Jupyter Notebook
46	joehalliwell/paraphernalia An assortment of tools for making digital art.	11	Experimental	—	Python
47	Sandeep9975/Dynamic-Image-Generation-From-Text-Prompt This AI system lets anyone create high-quality images from simple text...	10	Experimental	1	Jupyter Notebook
48	Sandeep9975/Dynamic-Image-Generation-From-Text-Prompt-Research-Paper In an era defined by the ubiquity of digital media, the demand for...	10	Experimental	1	—
49	PiyushRaj714/GIF-Generator Image to GIF Generating Application made using python	10	Experimental	1	Python
50	neelsoumya/deep_dali Computational art for dynamical systems	10	Experimental	1	NetLogo

Comparisons in this category

deepdreamer and deep_dream (40 vs 34)