Richie CottonSenior Data Evangelist, DataCamp · Ask me about data and AI upskilling

American Sign Language (ASL) Recognition with Deep Learning Project

Name: American Sign Language (ASL) Recognition with Deep Learning Project
Uploaded: 2019-03-24T19:49:32+00:00
Duration: 28 s
Channel: Richie Cotton
Description: A DataCamp project by Alexis uses Python and deep learning to classify images of American Sign Language letters from a dataset of over 2,000 training and…

24 Mar 2019 · 0 min

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A DataCamp project by Alexis uses Python and deep learning to classify images of American Sign Language letters from a dataset of over 2,000 training and test images. The workflow covers loading data, building a neural network, training it, and analyzing which ASL letters the model struggles to predict correctly.

Hey, so my friend Alexis made this really cool datacamp project I want to show you. In it, you'll use Python and Deep Learning to classify images of American Sign Language letters. In the first task, you'll load the training and test data, aka over 2,000 images. Then you'll visualize a few of those images according to the letters in those images A, B, and C. Then you'll examine the data set. 1hot encode the data, define the model, compile the model, train the model, test the model, and visualize the mistakes of the model. All to see how well you can predict letters in those images. Check it out.