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k-means-image-compression-with-interactive-controls icon k-means-image-compression-with-interactive-controls

Compression of High Definition images by applying K-Means Clustering on pixels. K-Means Clustering is a sort of unsupervised Machine Learning algorithm. It can be used to separate unlabelled data like image colors into distinct groups. We used K-Means Clustering to perform image compression. We grouped pixels in an image by their similarity in color in order to reduce the total number of colors within that image.

sentiment-tracker icon sentiment-tracker

Analysis of sentiment by building a logistic regression model to classify movie reviews as either positive or negative. Tokenisation and stemming of words by removing less useful data such as html tags, punctuation and emojis. Term Frequency-Inverse Document Frequency is used to down-weight data that that occur across multiple documents from both classes.

vita icon vita

Bringing life back to your college life.

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