https://github.com/pythonista7/sign_language_digit_recognition

A simple CNN-classifier designed on keras to recognize Sign Language Digits.
https://github.com/pythonista7/sign_language_digit_recognition

2018 cnn-keras imageclassification keras-classification-models notebook-jupyter signlanguage

Last synced: 10 days ago
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A simple CNN-classifier designed on keras to recognize Sign Language Digits.

• Host: GitHub
• URL: https://github.com/pythonista7/sign_language_digit_recognition
• Owner: Pythonista7
• Created: 2018-10-28T17:36:35.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2019-09-12T11:44:33.000Z (over 5 years ago)
• Last Synced: 2024-12-10T19:51:10.670Z (14 days ago)
• Topics: 2018, cnn-keras, imageclassification, keras-classification-models, notebook-jupyter, signlanguage
• Language: Jupyter Notebook
• Size: 8.51 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Sign_Language_Digit_Recognition

A simple CNN-classifier designed on keras to recognize Sign Language Digits. 

  Kindly download the Dataset from the link below.(Optional , all the image data has already been pre-processed,vectorized and stored in X_data.npy and y_data.npy

Another attempt as I was learning OpenCV is linked here do check it out: https://github.com/Pythonista7/OpenCV_selfTut/blob/master/SignLangDigitRecogWOpenCV.ipynb

Original Dataset courtesy : https://github.com/ardamavi/Sign-Language-Digits-Dataset

  The following repository contains a jupyter notebook containing a detailed step-by-step instruction on how to build a image classifier in keras using a Convolutional Neural Net.

  A imgdatagen.py file has been provide if you want to know how the images were convertd into the form of training data used on the jupyter notebook.