Pack of projects

A curated collection of some really fun projects.

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text-book

Text Summarizer

Simple tensorflow implementation of text summarization and abstractive text summarization using nltk library.

  • Python
  • Tensorflow
  • Pratik Savla
questions

Visual Question Answering

Real world visual question answering model using transfer learning, trained on vqa dataset using keras.

  • Python
  • Keras
  • Tensorflow
  • Spacy
  • Pratik Savla
airport

Airline Twitter Sentiment Analysis

Sentiment analysis on US airline twitter dataset using hive on cloudera. Found various reasons/feedback of passengers for US airlines.

  • Hive
  • Cloudera
  • Hadoop
  • PySpark
  • Pratik Savla
ecommerce-app

Ecommerce App

Nextjs ecommerce app for a local shop with mongodb as database.

  • NextJS
  • MongoDB
  • Bootstrap5
  • ReactJS
  • Pratik Savla
chatbot

All In One Chatbot

This is all in one chatbot. It has face recognition built-in. Emotion data is also used in the conversation. It can search anything you ask on the internet.

  • Python
  • Keras
  • OpenCV
  • Pratik Savla
parking-space

Parking Space Alert

Empty parking space alert in real time via sms using tensorflow m-rcnn model by matterport.

  • Python
  • Keras
  • RCNN
  • Pratik Savla