ASL Alphabet Test

ASL Alphabet Test

Datasets

ASL Alphabet Test

File

ASL Alphabet Test

Use Case

Computer Vision

Description

This data set consists of a set of 870 images. Each image contains a hand making the shape of an ASL letter (with some variation).

ASL Alphabet Test

About Dataset

This data set consists of a set of 870 images. Each image contains a hand making the shape of an ASL letter (with some variation). The purpose of this data set is to act as a sort of validation set to see how good the preprocessing and the model are, based on the following ASL Alphabet data set also available on Kaggle: https://www.kaggle.com/grassknoted/asl-alphabet.

Content

There are 30 images for each symbol, A-Z, delete, space, and nothing, making 870 images in total. The images are 200×200 8-bit photos to match the asl-alphabet data set, and are organized in a folder structure to make it easy to use flow_from_directory in Keras.

Acknowledgements

The idea for this data set came about because of the ASL Alphabet data set.

Banner and thumbnail photo by Sebastián León Prado on Unsplash.

Inspiration

This data set is being used as part of a project for the W207 Applied Machine Learning class in UC Berkeley’s master of information and data science program (MIDS).

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