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Dwayne Fernandes's Projects

create-react-app-auth-amplify icon create-react-app-auth-amplify

Implements a basic authentication flow for signing up/signing in users as well as protected client side routing using AWS Amplify.

drfhotel icon drfhotel

Hotel management app using linked lists

facial-keypoints-detection icon facial-keypoints-detection

This project is about identifying 68 different facial landmarks. These landmarks can then be used to do various tasks such as applying filters to the image.

image_captioning icon image_captioning

This project is based on the "Show, Attend, and Tell" paper. It is based on using an Encoder-Decoder type of network to caption images. The encoder is a pretrained CNN (Resnet-101) while the Decoder LSTM architecture along with an Attention mechanism.

imat-fashion icon imat-fashion

Mask R-CNN based deep learning model that can segment and localize fashion products in images, films, and real time data.

info-extractor-ocr icon info-extractor-ocr

Info-Extractor-OCR is a real-time Serverless OCR web app that would help extract PAN card details such as the Name, Permanent Account Number(PAN), and the Date of Birth.

nlp-basics icon nlp-basics

Comprises of Parts-Of-Speech Tagging and Multi-class Text Classification of News Articles

sportsz icon sportsz

Full-stack Web Development project: Sports updates website: SportsZ

sudoku-solver icon sudoku-solver

This program makes use of the backtracking algorithm to solve the sudoku.

yolo-v3-object-detection icon yolo-v3-object-detection

YOLO (“You Only Look Once”) is an effective real-time object recognition algorithm. The following project is implemented in Pytorch from scratch

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