Doneela Das's Projects
A multi-layer neural network model for predicting approval for personal bank loans.
A deep learning based approach for Brain Tumor MRI segmentation.
This is the repository for my course "Building a website with Node.js and Express"
Embedded JavaScript templates -- http://ejs.co
A Face Recognition Attendance System based on facial recognition built using Dlib library, OpenCV and Flask.
A fully functional MERN stack E-Commerce website to simulate common shopping platform features.
GSSoC'23 Official Website
JavaScript Essential Training
Optimus is an easy-to-use, reliable, and performant workflow orchestrator for data transformation, data modeling, pipelines, and data quality management.
This is the Rotating Sphere project
Shield is a role-based cloud-native user management system, identity & access proxy, and authorization server for your applications and API endpoints.
Ongoing Project - Developed an object detection system using You Only Look Once(YOLOV8) algorithm, enabling real-time identification and localisation of underwater pipeline in images and videos, enabling leakage detection by AUV.
Used Deep Convolutional Neural Networks to detect Hindi handwritten text with an accuracy of 98.5% and immunes to hazy background. This Real-time Image pre-processing using OpenCV is developed by comparing the various classifiers and algorithms like KNN, SVM etc.
A bundler for javascript and friends. Packs many modules into a few bundled assets. Code Splitting allows for loading parts of the application on demand. Through "loaders", modules can be CommonJs, AMD, ES6 modules, CSS, Images, JSON, Coffeescript, LESS, ... and your custom stuff.