Electrothon-3.0-Team-Adway

Project: Sign Language Recognition Using Deep Learning

Initial Commit:

• We are starting this project with a dataset of single images in each label eg. 1, 2, A, etc.
• Also the ppt is blank or it is just the template provided.

DataSet Creation

• After capturing more images and applying data augmentaion, the total dataset now contains more than 10,000 images
• Images are captured by
  • Vinay
  • Aakansha
• Dataset is available in my google drive Dataset Link

Creating the CNN Model

• Model 1: Using data as preprocessed by the tensorflow.keras.applications.mobilenet.preprocess_input but the model is created by us.
• Model 2: Using the previous model but the data is in grayscale.
• Model 3: Using the already existing very popular mobilenet model from the tensorflow.keras.applications.mobilenet, and tuning it a little bit as per our requirement. This is our final model.