Sign Language Detection

A simple CNN project for detecting american sign language. Here, I have implemented CNN (Convolution Neural Network) using Keras.

Tools Used

1. Python 3
2. OpenCV 3
3. Tensorflow
4. Keras

Running this project

1. Install Python 3, Opencv 3, Tensorflow, Keras.

2. First Train the model.

   python cnn_model.py
   

3. Now to test the model you just need to run recognise.py . To do so just open the terminal and run following command.

   python recognise.py
   

   Adjust the hsv values from the track bar to segment your hand color.

4. To create your own data set.

   python capture.py
   

Link for dataset

https://drive.google.com/file/d/1ELMrKnMInLyZd9FPqDbZuBnMZwkbTAwV/view?usp=sharing

Unzip the dataset and place the folder inside the top folder of project