Manasi Kattel's Projects
“Academics Predictor” predicts GPA of students through machine learning which is an application of artificial intelligence. The regression model which was used for prediction was trained on the dataset collected from the students of Department of Computer Science and Engineering of Kathmandu University.
This repository contains the code for registration of Chest CT done with inspiratory and expiratory breath-hold CT image pairs. The dataset used is COPDGene dataset. The dataset has landmarks for all the inhale-exhale image pairs which are used to calculate the registration error.
Computer Graphics project to simulate collision.
A collection of datasets of ML problem solving
Laboratory course work on Digital Signal Processing.
This project is a part of coursework Image processing in first semester of Masters in Medical Imaging and Applications (MAIA). The objective of the project is to segment the eye vessels using morphological methods and classical image processing techniques.
The data of quiz scores of subject HCI of students of Kathmandu Univeristy, Department of Computer Science and Engineering was analysed with Decision Tree classifier and linear regression.
Brain tissue segmentation using several algorithms: EM, Atlas-based methods, nnunet
Applying K-means clustering on moodle usage data
A program to detect plagiarism in a pair of Nepali texts.
This repository stores the solutions to the exercises of Natural Language Processing with Python - Analyzing Text with the Natural Language Toolkit
My Solutions to the Exercises of the "Natural Language Processing with Python" Book
6th semester Machine Learning project (Natural Language Processing)
Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy Images
Skin lesion classification using classical and deep learning approaches. Segmentation of lesions using a classical method.
Collection of lab works for C++ basics
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent