J's repositories
Face-shield-Detector
Using homography and facial landmarks, we were able to create a face shield dataset + model. By Darwayne Alfaro (Back-end and Front-end developer) and Joshua Isanan (Modeling and Data creation).
opentok-ios-webrtc-django-vue
A webrtc implementation in Django and VueJS using Opentok that works on IOS browsers with Safari 11
SanlesStore-POS
A requirement for CS 5014 Advanced Java. A POS system done in Play! Framework and AngularJS (Backend - Joshua Isanan, Frontend - Rico Mesina)
zodiac-visualization-CNN
My solution to the zodiac challenge. Done in PyTorch utilizing Transfer Learning on the ResNext Model.
GamingHub
A webapp coded in Node through Express(backend), raw JS with some Jquery(frontend) inspired by myAnimeList and IMDB, except catered to games.
IBM-Data-Science-Professional-Specialization
A 9 course specialization from IBM.
JeepneyFair
A web application that gives you possible Jeepney options when you input an origin and a destination. Utilizes Prim's Algorithm for giving the routes. By Renz Bernados, Jan Mikhail Gaid and Joshua Isanan
snippr
Snippr is a web-application done in Django and Vue.js. It mimics github but it forces the users to upload code as well and the users who'll comment on the issue are forced to change the code of the user. It highlights the changes in the user's code via the snipprcomparison package.
twitter-django-vue-tests
Created Unit Tests from a co-worker's mini project.
Lovesong-Generator-Challenge
Used PyTorch to implement a Character RNN to generate a lovesong based on a dataset given + kaggle's dataset.
Mathematics-for-Machine-Learning-Specialization
A 3 course specialization covering Linear Algebra, Multivariate Calculus and Principal Component Analysis
ocr-machinelearning
Using knn machine learning, the app can detect and recognise text via your webcam without the use of modern ML and OCR libraries or APIs.
Polls2
My second iteration of the Django Tutorial "Polls", with login and commenting
Residential-vs-Industrial-Classification
My submission for the challenge by one of my peers: Image binary classification. Utilized Transfer Learning concepts and CNNs with PyTorch
snipprcomparison
A package used to compare two snippets of code.
Statistics-with-R-Specialization
A 5 course specialization with a data analysis final project each
Transfer-Learning-News-Category-Classifier
Used Transfer Learning with Pytorch to fine tune BERT's model to perform category classifier on scraped Rappler data.