Project Description: The main objective of Sign Language Interpreting Machine (SLIM) is to support people who are unable to understand the language communicated by people of determination. SLIM uses Machine learning to convert the sign language phrases into audio which makes it easy for those who are using the app to understand the signs. In total, 5,275 image samples are uploaded across 11 classes with an average of 480 samples per class. In future, this app can be upgraded to convert the audio to sign language as well.