sketch it Object Detection Dataset and Pre-Trained Model by YOLOv5

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Explore Dataset

Here are a few use cases for this project:

Use Case 1: Rapid Prototyping for UI/UX Designers

Sketch it can help designers quickly create wireframes and mockups by converting their hand-drawn sketches into clean digital formats, speeding up the design process and enabling seamless collaboration with developers.

Use Case 2: Accessibility Solutions

Sketch it can be used to develop a tool that helps visually impaired users understand user interfaces on websites and apps by recognizing and describing each UI element verbally.

Use Case 3: Automated UI Code Generation

By identifying key UI elements in hand-drawn sketches, Sketch it can be used to develop a tool that automatically generates HTML, CSS, or other code snippets, simplifying and streamlining the web design process.

Use Case 4: Educational Applications

Sketch it can be the basis for a computer-aided design (CAD) learning tool that helps students understand and practice creating user interfaces by observing and interpreting their freehand drawings.

Use Case 5: Interface Analysis and Optimization

By analyzing existing user interfaces, Sketch it can help developers identify popular design patterns and trends, enabling them to optimize their own designs for better usability, functionality, and aesthetics.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            sketch-it_dataset,
                            title = { sketch it Dataset },
                            type = { Open Source Dataset },
                            author = { YOLOv5 },
                            howpublished = { \url{ https://universe.roboflow.com/yolov5-9lm1d/sketch-it } },
                            url = { https://universe.roboflow.com/yolov5-9lm1d/sketch-it },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { mar },
                            note = { visited on 2024-04-29 },
                            }