SignLanguageDetectionUsingML
- Gather the data for training by executing following command - "python collectdata.py" , webcam window will open , in blue window make appropriate sign and then press character associated with it on keyboard this will record image , number of key presses = number of images recorded .
- Then run "python data.py" to convert images to numpy array .
- Then run "python trainmodel.py" to train the model on numpy array .
- At last execute "python app.py" , then a webcam window will open and in which you can show the sign and get prediction by model .
Note : "functions.py" contain functions needed to process images