🎨

Creativity8,303

📷

Images2,577

🖌️

Sketch to image25

AI Drawing Generator

Transform scribbles into detailed images with AI

Open

Dashboard Edit Promote Manage releases Analytics

Overview Releases Pricing Reviews Prompts Pros & Cons Q&A Alternatives Recommendations

Go to 🖌️ Sketch to image

Draw3D

25,026

Doodle Lab - AI Art Generator

21,593

Freepik Sketch to Image

18,015

Sketch Ai Drawing To Art Maker

Go to 🎨 Creativity

So You Want To Be A Writer?

131

Minka

somacguffin

Ancient AI powered spirits

Cuty

Superfly Stoner

📷 Images (2577) 🔠 Text (1876) 💻 Software (1513) 🎥 Videos (770) 🔊 Audio (532) 🎨 Art (483) 🎨 Design (234) 🌪️ Brainstorming (190) 🖌️ 3D (61) 🎙 Podcasts (53) 📸 Images & videos (9)

Go to 📷 Images

Freepik AI Image Generator

Shoots by Diktatorial

44,403

Reface

33,526

Picsman - AI Photo Editor

🖌️ Image editing (264) 👤 Avatars (208) 🖼️ Wallpapers (119) 🎨 Cartoon images (107) 🖍️ Coloring pages (96) 🎨 Abstract art (94) 🧝‍♀️ Fantasy images (82) 🎨 Surreal art (77) ✏️ Sketches (75) 🖼️ Portraits (71) 📷 Product images (70) 🌿 Nature images (55) 🤪 Funny images (52) 🎨 Pixel art (45) 🖼️ Icons (41) 🏷️ Stickers (41) 🖋 Line art (36) 🔍 Image analysis (25) 🖌️ Sketch to image (25) 🎨 Illustrations (24)

February 5, 2024

Dashboard Edit AI

AI Drawing Generator

Sketch to image

1,916

2.0(2)

Use tool Copy 🔗

Inputs:

Outputs:

Transform scribbles into detailed images with AI

Overview

Overview Releases Pricing Reviews Prompts Pros & Cons Q&A Alternatives Recommendations

Sketch to image25 0

Diffusion Models Image Generation Sketch To Image Conversion Controlnet Art Generation Advanced AI TechnologyFree

Most popular alternative: Roughly (367 saves)

View 7 alternatives Recommendations

By unverified author Claim this AI

AI Drawing Generator is a tool that uses artificial intelligence to turn simple scribbles into detailed images. It leverages an advanced AI technology called ControlNet, introduced by Lvmin Zhang and Maneesh Agrawala, to enhance pretrained diffusion models, lending robustness and adaptability to handle large datasets.

This AI model uses task-specific conditions in an end-to-end manner, demonstrating promising results even when the training dataset is limited. It's adaptable for handling a diverse range of elements including segmentation maps, edge maps, and keypoints, thus broadening its use cases.

The tool exhibits compatibility with different diffusion models and external dependencies for creating auxiliary conditioning and to enhance its capabilities.

To use AI Drawing Generator, the user uploads scribbled drawings and gives a detailed description for better image generation, after which the model processes the content and generates the images for download.

It is important to note that the tool is in its research preview stage and is primarily meant for educational and creative purposes. The generated images should be used in accordance with its usage license and relevant policies.

Releases

Get notified when a new version of AI Drawing Generator is released

Notify me

Initial release

December 23, 2023

Initial release of AI Drawing Generator.

+ Submit new release

Pricing

Pricing model

Free

Paid options from

Free

Use tool

Save

🔗 Copy link

🗳️ Vote Best AI Tool

Featured

Sketch to image AI Drawing Generator

Sketch to image

1,916

2.0(2)

Overview Releases Pricing Reviews Prompts Pros & Cons Q&A Alternatives Recommendations

Use tool

Save

Reviews

2.0

Average from 2 ratings.

★ ★ ★ ★ ★ 0

★ ★ ★ ★ 0

★ ★ ★ 1

★ ★ 0

★ 1

How would you rate AI Drawing Generator?

Help other people by letting them know if this AI was useful.

Your rating

★ ★ ★ ★ ★

Post

Prompts & Results

Title:

Description:

Prompt type*:

Prompt*:

Output type*:

Output*:

Add your own prompts and outputs to help others understand how to use this AI.

AI Drawing Generator was manually vetted by our editorial team and was first featured on February 5th 2024.

Promote AI Claim AI New release

CodeRabbit

Enhanced code review for improved workflow and quality.

Code reviews

Open

851,366
638
3.9

v1.6 released 20d ago
Free + from $12/mo
Share

744,515 coderabbit.ai

Sahil Mohan Bansal

🙏 233 karma

Nov 13, 2024

Reducing manual efforts in first-pass during code-review process helps speed up the "final check" before merging PRs

15821 Reply Share Edit Delete Report
Averi AI

The AI Marketing Workspace: Strategy, Content, Team in One

Marketing

Open

12,737
99
4.3

v2.1 released 2mo ago
Free + from $45/mo
Share

Zach Chmael

🛠️ 1 tool 🙏 58 karma

Mar 10, 2025

This is the first AI marketing tool I’ve used that actually helps me get things done, not just suggest generic ideas. The mix of AI-powered strategy and real experts executing the work makes it feel like having a high-performance marketing team without the overhead

499 Reply Share Edit Delete Report

Pros and Cons

Pros

Transforms scribbles to images

Uses ControlNet technology

Enhances pretrained diffusion models

Robust on large datasets

Effective on limited datasets

Handles different map elements

Compatible with various diffusion models

Handles external dependencies

Diverse use cases

Educational and creative applications

User-friendly upload process

User-guided generation via descriptions

Image download capability

Supports fine-tuning of models

Experimental compatibility with other models

Handles auxiliary conditions

Can process diverse inputs

Rapid training with ControlNet

Equivalent to model fine-tuning

Scalable to large datasets

Flexible choice of models

Augments models like StableDiffusion

Handles segmentation, edge maps

Also handles keypoints

Can incorporate external dependencies

Advises on optimal checkpoints

Clear usage instructions

Generates high-quality images

View 23 more pros

Cons

Limited to scribbles inputs

Requirement of detailed user description

Long image processing time

Limited dataset size adaptation

Requires specific format and size

In research preview stage

Limited to educational or creative use

External dependencies for effective usage

No explicit commercial usage

Need for user-manual adjustments

View 5 more cons

7 alternatives to AI Drawing Generator for Sketch to image

Draw3D

Transform sketches into photorealistic images.

25,026
123
2.3

Released 2y ago
Free + from $9/mo
Share

Victor Brodt

🙏 27 karma

Mar 7, 2024

You can't even try it once but you can buy it for $100 a year or more. No I'll try it or leave it

92 Reply Share Edit Delete Report
Doodle Lab - AI Art Generator

Create artistic images autonomously.

21,593
27

Released 2y ago
Free + from $33
Share

Anjali

Nov 2, 2023

I want a doodle wall design for IT company consists of an idea

Reply Share Edit Delete Report
Freepik Sketch to Image

Envision and sketch any image, AI transforms it into art in real time.

18,015
201
4.1

Released 1y ago
Free + from $5/mo
Share
816 www.freepik.com

Bernard

🙏 150 karma

Feb 27, 2024

love it and the customization it offers. still needs some work creating faces :| even cartoon ones

61 Reply Share Edit Delete Report
Sketch Ai Drawing To Art Maker

Turn sketches into digital art with AI.

15,817
48
5.0

Released 2y ago
Free + from $39.99/mo
Share
RenderAI

Transform Sketches into 4K+ photorealistic renderings with AI

13,554
18
5.0

Released 18d ago
Free + from $7/mo
Share
12,578 renderai.app

Online Tools

🛠️ 1 tool 🙏 14 karma

Sep 18, 2025

Love RenderAI ❤️

239 Reply Share Edit Delete Report
Roughly

Turn rough sketches into works of art

12,162
367
3.7

Released 2y ago
100% Free
Share

Victor Brodt

🙏 27 karma

Mar 7, 2024

It's kind of lame to promise the moon and deliver essentially nothing.

41 Reply Share Edit Delete Report
SketchAI

Transforming sketches into AI photos.

8,097
18
1.0

v1 released 2y ago
Free + from $7.99/mo
Share

Aramis

🛠️ 2 tools 🙏 805 karma

May 22, 2025

Seems to be working for me just fine. Perhaps try again?

1 Reply Share Edit Delete Report

View 17 more alternatives

Q&A

What is AI Drawing Generator?

AI Drawing Generator is a tool leveraging artificial intelligence to transform simple scribbles into detailed images. It utilizes an advanced AI technology known as ControlNet.

How does AI Drawing Generator work?

AI Drawing Generator works by enhancing pretrained diffusion models through ControlNet to handle large datasets. Users upload scribble drawings and provide a detailed description. The model then processes this input and generates the images.

What is ControlNet in the context of AI Drawing Generator?

ControlNet is an innovative neural network structure used in AI Drawing Generator, proposed by Lvmin Zhang and Maneesh Agrawala. It's designed to bolster pretrained large diffusion models by allowing task-specific conditions to be integrated, enabling robust learning even with limited datasets.

What types of conditions does AI Drawing Generator support?

AI Drawing Generator supports a wide range of conditions, including segmentation maps, edge maps, and keypoints. These are used to improve the adaptability and robustness of the tool when handling various elements.

How adaptable is AI Drawing Generator for handling different data elements?

AI Drawing Generator is highly adaptable in managing different data elements. It can handle diverse elements such as segmentation maps, edge maps, and keypoints, which expands its application scope.

Can AI Drawing Generator work with limited datasets?

Yes, AI Drawing Generator can indeed function with limited datasets. Through ControlNet, it showcases robust learning capabilities, even when datasets comprise less than 50,000 instances.

+ Show 14 more

What diffusion models is AI Drawing Generator compatible with?

AI Drawing Generator exhibits compatibility with a variety of diffusion models. For optimal results, it is advisable to use the checkpoint associated with Stable Diffusion v1-5. However, this checkpoint also demonstrates experimental compatibility with other diffusion models.

How does the process of image generation work in AI Drawing Generator?

In AI Drawing Generator, the process of image generation starts with the user uploading scribbled drawings and providing a detailed description. After this, the data is processed by the model, which then generates detailed images based on the input.

How to use AI Drawing Generator?

To use AI Drawing Generator, you begin by uploading your scribbled drawings. After this, write a detailed description based on your uploads. The AI will then process your inputs and generate images. Once the images are ready, they can be downloaded for use.

Are there any particular recommendations or requirements for the scribbles to be uploaded?

There are no specific requirements mentioned for the scribbles to be uploaded. However, it is implied that they should be in a supported format and meet any size requirements.

What role does the user's description play in AI Drawing Generator's processing?

The detailed description given by the user is instrumental in creating better image outputs. It allows the AI to understand the context of the uploaded scribble, aiding in more accurate image generation.

What should I consider when dealing with the output of AI Drawing Generator?

Upon receiving the generated images, users should check the quality and make any necessary adjustments. It's vital to regenerate the image if the quality isn't up to par.

What are the uses of AI Drawing Generator, considering it's in research preview stage?

AI Drawing Generator, being in its research preview stage, is intended primarily for educational and creative purposes. Users can utilize its capabilities for creating detailed images from scribbles, making it a valuable tool for learning and creativity.

Who are Lvmin Zhang and Maneesh Agrawala in relation to AI Drawing Generator?

Lvmin Zhang and Maneesh Agrawala are linked with AI Drawing Generator as the minds behind the development of ControlNet. This advanced AI technology is integral to the tool's ability to generate detailed images from simple sketches.

How does the model handle external dependencies for auxiliary conditioning?

External dependencies in AI Drawing Generator are vital for creating auxiliary conditioning, enhancing the overall capabilities of the diffusion models in handling varied input conditions.

What is meant by robust learning in AI Drawing Generator?

Robust learning in AI Drawing Generator refers to the model's ability to gain a solid understanding from task-specific conditions, even when the training dataset is limited.

Does AI Drawing Generator works with text inputs?

Based on the information from their website, it doesn't explicitly mention whether AI Drawing Generator works with text inputs.

What are the limitations in terms of usage license and relevant policies for AI Drawing Generator?

The generated images by AI Drawing Generator are primarily for educational and creative uses. Users should comply with its usage license and relevant policies while using the output, although specific license limitations aren't mentioned on their website.

How swiftly is the training of ControlNet done in AI Drawing Generator?

The training of ControlNet within the AI Drawing Generator is swift, akin to fine-tuning a diffusion model.

Which one is ideal for AI Drawing Generator - Personal devices or Powerful computation clusters?

Both personal devices and powerful computation clusters are suitable for AI Drawing Generator. ControlNet can adapt for training on personal devices. However, for dealing with larger datasets, ranging from millions to billions, access to powerful computation clusters is beneficial.

Ask a question

Submit

If you liked AI Drawing Generator

Verified tools

Speech Illustrator

Convert Audiobooks & Podcasts into Images in Real-Time.

Speech to image

Open

12,444
124
3.9

v2.0 released 7mo ago
Free + from $5/mo
Share
290 speechillustrator.com
Logodiffusion

Design custom logos instantly with AI.

Logos

Open

42,100
106
1.8

v5 released 5mo ago
From $20/mo
Share
27,901 logodiffusion.com