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Proyecto

ASL Recognition with Deep Learning

PrincipianteNivel de habilidad
Actualizado 6/2024
Build a convolutional neural network to classify images of letters from American Sign Language.
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PythonData ManipulationData VisualizationMachine Learning45 minutos9 Tasks1,500 XP6,904

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Descripción del proyecto

ASL Recognition with Deep Learning

American Sign Language (ASL) is the primary language used by many deaf individuals in North America, and it is also used by hard-of-hearing and hearing individuals. The language is as rich as spoken languages and employs signs made with the hand, along with facial gestures and bodily postures.In this project, you will train a convolutional neural network to classify images of ASL letters. After loading, examining, and preprocessing the data, you will train the network and test its performance.

ASL Recognition with Deep Learning

Build a convolutional neural network to classify images of letters from American Sign Language.
Iniciar Proyecto De Forma Gratuita
  • 1

    American Sign Language (ASL)

  • 2

    Visualize the training data

  • 3

    Examine the dataset

  • 4

    One-hot encode the data

  • 5

    Define the model

  • 6

    Compile the model

  • 7

    Train the model

  • 8

    Test the model

  • 9

    Visualize mistakes

    Únete a más 17 millones de estudiantes y empezar ASL Recognition with Deep Learning hoy

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    o

    Al continuar, aceptas nuestros Términos de uso, nuestra Política de privacidad y que tus datos se almacenan en los EE. UU.