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This is an AI project which involves deep learning, computer vision and rule-based inference engine. The objective is to create an AI which can understand the hand-drawn forms and creates full-fledged application with front-end and back-end.

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jodoyle29/Full_Stack_Dev_AI

 
 

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4990 Project: Full_Stack_Dev_AI

This is an AI project which involves deep learning, computer vision and rule-based inference engine. The objective is to create an AI which can understand the hand-drawn forms and creates full-fledged application with front-end and back-end.

Run the app

Dependencies

  • python 3.8+
  • google vision api

Instructions

  1. Copy google cloud key to project root with name gcp-auth.json
  2. $ pip install -r requirements.txt
  3. $ cd src && uvicorn app:app
  4. Access app frontend on local port 8000

Resources

Forms

OpenCV Shape Detection

OCR

Tensorflow

The First Release:

  • Lyndon Renaud, Ian Straatman and Hong Qian Zhao have sucessfully completed the first part of the project.

About

This is an AI project which involves deep learning, computer vision and rule-based inference engine. The objective is to create an AI which can understand the hand-drawn forms and creates full-fledged application with front-end and back-end.

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  • Python 68.2%
  • HTML 31.5%
  • Dockerfile 0.3%