Alrik Fernandes's repositories
Indoor-Navigation-App
Indoor navigation app using Android and Bluetooth low energy Beacons to correctly locate and track a user and help the user navigate in the lowest time possible. We utilize RSSI for trilateration
Retinal-Anomaly-Detection-using-OCT-B-Scans
Detection of Anomalies in the Retina from OCT B scan images. Utilized a combination of Attention Modules to weight feature maps and Convolutional Neural Networks
Android-Animations
Animations in Android
Data-Science-Projects
A collection of numeorus tasks such as classification, regression, time series forecasting etc. on a number of datasets using different algorithms such as random forest, SVM, Naive Bayes, Ensemble, perceptron etc in addition to data cleaning and preparation.
Driver-Recognition-and-Analysis-System
Driver recognition and Analysis System, that consists of: active learning module for reduction of annotated images required and training time, a motion blur detection module for identification and localization of blur to retake an image in case of blurry images, and an open set recognition module to reduce false positives and increase accuracy.
Project-Review-System
Project review portal for reviewing final year projects. Designed for students, mentors, coordinators and project guides, for scheduling reviews and to accurately track milestones and deadlines
Text-Summarization-From-Speech
This model performs automation speech recognition to convert audio signals to text and then the text is further fed to a transformer that summarizes the text. This is an end to end pipeline that involves ingestion of data including text and audio, validation, transformation ,training, evaluation and deployment
DNA-sequence-alignment
Implementation Of sequence alignment problem using Dynamic programming and A more memory efficient divide and conquer approach
Drug-information-webscraper
Webscraping medical information
Lane-Detection
CNN models
Project-Review-System-
A project review system for colleges for final year project
text2image
Text to Image Generation with Semantic-Spatial Aware GAN
textdetection
Text detection from images by utilizing pytesseract
wastedata-Mask_RCNN-multiple-classes
predicting more than 2 classes from publicly available image data, for annotation we are using VGG annotator latest version