Newari OCR

Newari-OCR is a Python application designed for Optical Character Recognition (OCR) of Newari Lipi scripts, Pracalit and Ranjana Lipi. This project leverages advanced OCR techniques to accurately read and process text in these traditional Newari scripts.

Face Filter

Face Filters that pastes Shades and Moustache on Detected Face using DLIB. My first project in Computer Vision.

Sign PDF

This application allows you to sign PDF documents with an image of your signature. I found this problem when I needed to sign a pdf document. Online tools needed subscription. So, I decided to make a simple tool to sign pdf using python.

News Classifier

For news classification, 3 models were trained on SVM(Support Vector Machines), KNN(K-Nearest Neighbors) and MNB(Multinomial Naïve Bayes). SVM was best performing among them. The categories for classification were Business, Entertainment, Politics, Sport and Tech. We used TF-IDF for extractive summarization. Finally, we used Beautiful Soup for news scrapping. The scrapped news would be treated with the classification model and summarization model and then be saved in database under the classified category and summarized news. We can then traverse the scrapped news.

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