https://github.com/engichang1467/cnn-sign-language

Built a Convolutional Neural Network to train to recognize sign languages
https://github.com/engichang1467/cnn-sign-language

kaggle keras matplotlib numpy pandas sklearn tensorflow

Last synced: 3 months ago
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Built a Convolutional Neural Network to train to recognize sign languages

• Host: GitHub
• URL: https://github.com/engichang1467/cnn-sign-language
• Owner: engichang1467
• Created: 2020-12-31T09:52:18.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2020-12-31T09:54:13.000Z (over 5 years ago)
• Last Synced: 2025-03-11T02:48:33.149Z (over 1 year ago)
• Topics: kaggle, keras, matplotlib, numpy, pandas, sklearn, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 29.6 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# CNN Sign Language 

- Used Keras to create a Convolutional Neural Network to train to recognize sign languages (American Standard)

- Explore the usage of Convolutional Neural Network and Applications with Keras

- Based on this challenge from Kaggle [click here to check it out](https://www.kaggle.com/datamunge/sign-language-mnist?select=sign_mnist_test)

![](archive/american_sign_language.PNG)

# Here's the data on Training's Accuracy

![](src/plotEvaluation.png)