Sketch-Code

Visit Tool

Sketch-code is a Coding & Development tool that generates HTML code from hand-drawn website mockups. It uses an image captioning architecture to convert sketches into working HTML markup.

Claim this tool

No Views Yet

At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is sketch-code?

Sketch-code is a deep learning model designed to automate front-end development by converting hand-drawn website mockups into functional HTML code. Utilizing an image captioning architecture, the model interprets visual input from sketches and generates corresponding HTML markup. This project serves as a proof-of-concept, building upon synthetic datasets and model architectures from projects like pix2code and Design Mockups. Users can convert single images or batches of images into HTML, train the model from scratch or with pre-trained weights, and evaluate generated predictions using the BLEU score. The tool is ideal for developers looking to quickly prototype web interfaces from wireframes.

Best used for

Ideal for developers who need to rapidly prototype web interfaces, convert hand-drawn wireframes into functional HTML, and experiment with deep learning models for design automation. Especially valuable for quickly translating visual concepts into code for web development projects.

Common actions

generate HTML

convert mockups

automate front-end

train AI model

automated workflowdeepfakecollaborationopen-sourcelow-code/no-codegithub copilotworkflows"AI Agents"face swapping

Capabilities

Key features

HTML code generation
Hand-drawn mockup conversion
Image captioning architecture
Single image conversion
Batch image conversion
Model training
BLEU score evaluation

Target Audience

developer

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What kind of hand-drawn mockups does Sketch-code work best with?

Sketch-code performs optimally with wireframes that closely resemble its core dataset. As a proof-of-concept, its generalization to a wide variability of sketches seen in actual wireframes is currently limited, so consistency with the training data is key for best results.

Can I train the Sketch-code model with my own data?

Yes, Sketch-code allows users to train the model from scratch or fine-tune it using pre-trained weights. You can specify your own data input path and configure training parameters like validation split and epochs to adapt the model to your specific needs.

What are the system requirements to run Sketch-code?

To run Sketch-code, you will need Python 3 (it is not compatible with Python 2). All other dependencies can be installed via pip using the provided requirements.txt file, ensuring you have the necessary libraries for Keras and other components.

Trending

Subcategories trending in Coding & Development

Open Source & Models DevOps & Infrastructure No-Code / Low-Code Testing & QA Backend & APIs Prompt Engineering

Trending

Explore

Browse AI tools by category

Content & Design Productivity & Business Coding & Development AI Agents & Automation Research & Education Wellness & Lifestyle Career Development Marketing & Growth Data & Analytics Customer Support & CX Finance E-commerce