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Created face detection dataset using collected face images from the open images website. Labeled it from the Roboflow website. Used features extracted from the CAISA dataset to learn features of Indian face images.
Used for language Identification and validation. Total 5 languages used - Bengali, Hindi, Tamil, Telugu, and Urdu. Used Bi-directional LSTM deep learning algorithm.
SPEECH EMOTION RECOGNITION ON AUDIO WITH GRPC/RPS SERVICE
Emotion recognition on 'FRIENDS' audio dataset. The audio dataset is preprocessed for the outlier, data distribution, augmentation, etc. Worked on different features of the audio and visualized it.
TEXT RECOGNITION FROM VIDEO ON RASPBERRY PI
To recognize English letters or numbers in the signs in the video captured by an unmanned aerial vehicle (UAV). Used PyTorch for implementation.
GAUSSIAN AND BINOMIAL DISTRIBUTIONS PYTHON LIBRARY
A python library for adding Gaussian and Binomial distribution. This package is available on the PyPI website.