Giter Site home page Giter Site logo

fed4's Projects

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

fyp_nlp icon fyp_nlp

This project attempts to build new product recognition and matching system to replace part of the existing recommendation system. This system can extract all the food products from a web page and match them with current product records in the company database. Furthermore, it can predict the category and nutrition values of the matched product. The decision recommendation model relies on the output nutrition value and category to produce a customized serving suggestion and recommended alternative products based on the personal genetic profile of the user. This system consists of a translator and two BERT based text classifiers. It outperforms the original DLSTM based architecture in accuracy, adaptability and scalability. Customized data sets are created from business-related real-world examples to train and evaluate a BERT based model with enhanced flexibility.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.