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A Web Application for Label Detection using Google Cloud Vision - Checky

Created a Flask Web Application that allows users to upload an image, and our Artificial Intelligence extracts labels from that image.

This project was created as a submission to the #Challenge 1 of Citi Tech Hackathon 2021.

Technologies used:

  • HTML
  • CSS
  • Flask
  • Python
  • Pytesseract OCR
  • Keras OCR
  • Google Cloud Vision API
  • Google Colab

How to Run:

Firstly, get your free credits at Google Cloud Console here: https://console.cloud.google.com/ and generate a service account key.

cd Citibank_Hackathon-main

then put your Service Account token file in this folder. Change the name from service.json to the filename of your token.

os.environ["GOOGLE_APPLICATION_CREDENTIALS"]="service.json"

Run the following statements:

export export FLASK_APP=vision.py
flask run

Here's our demo:

https://www.youtube.com/watch?v=bLeydiQIYmw&t=5s

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