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Samya Bose's Projects

emotion-based-music-recommendation-system icon emotion-based-music-recommendation-system

This project uses Spotify and Genius to recommend music along with Spotify widget. It contains emotion-based models trained on texts, videos and audios to provide recommendation via those media.

library-management-system icon library-management-system

The main aim of this project is to provide an easy to handle, automated library management system, which includes features for maintaining librarian records, students' history of issues, fines etc. This library management system helps to make a organnized library which facilitates quick and effortless searching of books, calculation of fines, checking history of book issues/returns etc.

movie-recommendation-system icon movie-recommendation-system

This project uses MovieLens 25M Dataset along with TMDb API to explore and visualize trends in movies. It also contains a content based & collaborative based recommendation model.

sign-language-recognition icon sign-language-recognition

This project utilizes MediaPipe Holisitcs and OpenCV to classify the key values of the alphanumeric characters of ASL. It also contains a learning preview of a huge variety of hand signs from the ASLLVD Dataset.

tflite-support icon tflite-support

TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.

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