Hand Gesture Recognition has many applications such in Human Computer Interaction applications. It can be used for communication as sign language among specially enabled people of the society as well as different computer applications can be created to operate various devices like phones, games etc. It is the responsibility of researchers to think in this direction and provide solutions so that this communication with devices by recognizing hand gestures can become effective and easier. In modern technical society, hand gestures-based computer applications are developed which motivates researchers to work on different techniques to recognize hand gestures. This work is also an attempt in this direction where Convolution Neural Network (CNN) is applied to recognize hand gestures. For this, an application is developed which is working on Kaggle data set of hand gesture images.
Key words: Hand, Gesture, Convolution Neural Network, Sign Language, Open CV
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