Git Product home page Git Product logo

cashflow-frontend's Introduction


Cashflow


A Progressive web-application (PWA) that helps you track your expenses in an efficient manner using OCR and make you aware of your spending habits using various charts along with additional features of setting goals and reminders

Features

  • Great UX by leveraging OCR and OpenCv for text detection and extraction
  • Setting monthly goals for specific events like birthdays, etc
  • Reminder for fixed expenses like EMIs, Bills, etc
  • Analysis of prev transactions through heatmaps, pie-chart, etc
  • Showing user which category has the most expense via stacked bar chart
  • Make user aware of its spending habits!

Need a demo?

  • Visit the hosted version
  • Login using demo users and passwords
  • You can view the backend here
username: user_demo
password: Cash@1234

the demo version does not contain OCR functionality, 
for that please refer Local setup section below 

Why our application will give accurate results?

  • Our model utilizes PyTesseract to find the words such as amount/total/grand total/cash usually found on Indian bills/reciept and creating a bounding box around these using openCV
  • Since there was low training data available on Indian bills coupled with time constraints, we had to rely on third party nanonets API for backup
  • We are cross-examining both results and finding the better of the two

Tech-stack

  • React and it's related packages
  • Django rest framework
  • PyTessearct, OpenCV, RegEx

Motivation?

API

  • Nanonets
  • GoogleMapsAPI

Local setup

1. Clone server repo & follow the steps mention here to run server locally:-

2. Clone this repo by running the following command :-

 git clone https://github.com/ShyrenMore/cashflow-frontend.git
 cd cashflow-frontend

3. Now install all the required packages by running the following commands :-

 npm install 

4. Now start the react by running the following command :-

 npm start

5. Create a .env file in the project root folder and copy the format of .env.sample file.

  • .env.sample file contains all the environment variables required for running the project.

6. ๐ŸŽ‰ Open your browser and go to https://localhost:3000

Authors

References

react-calendar-heatmap, react-chartjs-2, react-gradient-progress

cashflow-frontend's People

Contributors

dependabot[bot] avatar parthcheulkar avatar shyrenmore avatar varunmamtora06 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.