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 38 text-to-image generation frameworks tracked. 2 score above 50 (established tier). The highest-rated is OverStruck/deep-dream-maker at 53/100 with 54 stars.

Get all 38 projects as JSON

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

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

#	Framework	Score	Tier	Stars	Language
1	OverStruck/deep-dream-maker GUI Interface for Google's Deep Dream and related python scripts	53	Established	54	JavaScript
2	maua-maua-maua/maua Deep learning toolkit for image, video, and audio synthesis	53	Established	107	Python
3	gordicaleksa/pytorch-deepdream PyTorch implementation of DeepDream algorithm (Mordvintsev et al.)....	49	Emerging	401	Jupyter Notebook
4	kesara/deepdreamer Easy to configure Python program that make use of Google's DeepDream.	47	Emerging	208	Python
5	symisc/ascii_art Real-Time ASCII Art Rendering Library	45	Emerging	735	C
6	JuliaPoo/AsciiArtist An ascii art generator that's actually good. Does edge detection and selects...	44	Emerging	58	Python
7	Amey-Thakur/ZERO-SHOT-VIDEO-GENERATION 🎥 Zero-Shot Video Generation – A neural video synthesis studio powered by...	44	Emerging	7	Python
8	OsciiArt/DeepAA make ASCII Art by Deep Learning	43	Emerging	1,569	Python
9	gsurma/deep_dream DeepDream psychodelic image generator.	41	Emerging	38	Python
10	modal-labs/turbo-art A playground for creative exploration that uses SDXL Turbo.	39	Emerging	236	Svelte
11	stong/gradscii-art An extremely good ASCII art generator, based on machine learning	38	Emerging	234	Python
12	tuanle618/deepArt-generation Repository for generating arts using modern algorithms such as deep...	37	Emerging	12	Python
13	ngohgia/text2brain Generating brain activation maps from free-form text query	35	Emerging	27	Python
14	liaopeiyuan/artbench Benchmarking Generative Models with Artworks	35	Emerging	238	Python
15	Dicklesworthstone/ascii_art_mini_transformer A tiny, CPU-efficient transformer for generating ASCII art with 2D...	34	Emerging	7	Python
16	KleinYuan/image2text A deep learning project to tell a story with an image or a video.	33	Emerging	44	Python
17	UmairOye/AI-Art-Generator The AI Art Generator App is an Android application that leverages the Stable...	33	Emerging	25	Kotlin
18	erogaki-dev/DeepCreamPy-erogaki-wrapper A wrapper to make DeepCreamPy work with erogaki.	32	Emerging	5	Python
19	joelbarmettlerUZH/DeepDream_Intro 15 Minutes introductionn into Deep Dreaming Neural Networks and how we can...	28	Experimental	8	Python
20	popcord/Tensor.art-Scraper scrape model-related data (such as Models/Checkpoints, LORAs, DORAs, LOCONs,...	27	Experimental	12	Python
21	mftnakrsu/DeepDream Generative deep learning: DeepDream	26	Experimental	24	Jupyter Notebook
22	Gaurav-Jaiswal-1/Text2Image-Generation Text-to-Image Generation builds a model to create images from text...	24	Experimental	2	Jupyter Notebook
23	TXTVoyager/Ascii-Image-Art Python library for converting images into ASCII character strings and ASCII...	24	Experimental	2	Python
24	Darshan-Rajanna/text-to-image-generator Generating AI images from user Input, using Python, Diffusers, OpenCV,...	18	Experimental	2	Jupyter Notebook
25	Sandeep9975/Dynamic-Image-Generation-From-Text-Prompt This AI system lets anyone create high-quality images from simple text...	17	Experimental	1	Jupyter Notebook
26	joehalliwell/paraphernalia An assortment of tools for making digital art.	13	Experimental	—	Python
27	omijr123/AI-Art-Generator 🎨 AI Art Generator \| Text-to-Image & Text-to-Video Web (Flask) + Android...	13	Experimental	2	Python
28	OMCHOKSI108/TEXT-TO-IMAGE-GEN-AI This project uses AI to generate images from text prompts. It requires a...	12	Experimental	2	Jupyter Notebook
29	Ave-Sergeev/Orphan Offline Text-to-Image generation service (Rust) (Q2:2025)	12	Experimental	3	Rust
30	PRITHIVSAKTHIUR/AI-Art-Generator-SDXL AUTOMATIC1111: Software for tensor operations, saving tensor data in...	12	Experimental	7	Python
31	neelsoumya/deep_dali Computational art for dynamical systems	12	Experimental	1	NetLogo
32	vaskyblue/AImage AIMAGE app	11	Experimental	—	Jupyter Notebook
33	ibenedictfuc12/oxana AI-based art framework	11	Experimental	—	Python
34	DeepDreamers/website Bring your favourite artists alive in a VR Experience	11	Experimental	—	JavaScript
35	SimiaCryptus/mindseye-vggart Create Deep Learning Art on EC2 with CuDNN	11	Experimental	—	Java
36	CreativeHazio/krAitor AI Art Generator \| Kotlin \| OPENAI DALL E2.	11	Experimental	3	Kotlin
37	NisalDaksith/Stable-Diff An app that can generate images with text and Edit them to create memes	10	Experimental	2	Python
38	letsdoitbycode/Text-to-Image-Generator The Text-to-Image Generator is an AI-powered web application that generates...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

deep-dream-maker and deepdreamer (53 vs 47) deepdreamer and deep_dream (47 vs 41) deep-dream-maker and deep_dream (53 vs 41)