David Lee

American Sign Language Letters

Object Detection

Roboflow Universe David Lee American Sign Language Letters
4

American Sign Language Letters Computer Vision Project

TRY THIS MODEL
Drop an image or

Images

720 images
Explore Dataset

Overview

The American Sign Language Letters dataset is an object detection dataset of each ASL letter with a bounding box. David Lee, a data scientist focused on accessibility, curated and released the dataset for public use.

Example Image

Use Cases

One could build a model that reads letters in sign language. For example, Roboflow user David Lee wrote about how he made the model demonstrated above in this blog post

Using this Dataset

Use the fork button to copy this dataset to your own Roboflow account and export it with new preprocessing settings, or additional augmentations to make your model generalize better.

About Roboflow

Roboflow makes managing, preprocessing, augmenting, and versioning datasets for computer vision seamless.

Developers build computer vision models faster and more accurately with Roboflow.

Roboflow Workmark

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{
                            american-sign-language-letters_dataset,
                            title = { American Sign Language Letters Dataset },
                            type = { Open Source Dataset },
                            author = { David Lee },
                            howpublished = { \url{ https://universe.roboflow.com/david-lee-d0rhs/american-sign-language-letters } },
                            url = { https://universe.roboflow.com/david-lee-d0rhs/american-sign-language-letters },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { jul },
                            note = { visited on 2024-03-29 },
                            }
                        

Connect Your Model With Program Logic

Find utilities and guides to help you start using the American Sign Language Letters project in your project.

Source

David Lee

Maintainer

David Lee

Last Updated

2 years ago

Project Type

Object Detection

Subject

Letters

Views: 11591

Views in previous 30 days: 1090

Downloads: 3873

Downloads in previous 30 days: 372

License

Public Domain

Classes

A B C D E F G H I J K L M N O P Q R S T U V W X Y Z