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Projeto

ASL Recognition with Deep Learning

Iniciante
Actualizado 06/2024
Build a convolutional neural network to classify images of letters from American Sign Language.
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Incluído comPremium or Teams

PythonData ManipulationData VisualizationMachine Learning45 minutos9 Tasks1,500 XP6,892

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Descrição do Projeto

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 projeto gratuitamente
  • 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

    Junte-se a mais 16 milhões de alunos e comece ASL Recognition with Deep Learning hoje!

    Crie sua conta gratuita

    ou

    Ao continuar, você aceita nossos Termos de Uso, nossa Política de Privacidade e que seus dados são armazenados nos EUA.