AI Web APP

A bundle of applications developed using Django.

Applications!

• Signture Extraction and Verification
  • Image Processing
    • OpenCV - ROI, Canny Edge, HSV, Morphological Transformation
  • Image Classification
    • Siamese Neural Network - Signature Verification
• Waste Segregation
  • Convolution Neural Network
• Object Detection
  • YOLO
• Automatic License Plate Recognition
  • Viola Jones Algorithm - HaarCascades
  • YOLO - Trucks License plate identification ( Integration pending)
  • pytesseract for OCR, MLP (pending)

Docker Image

Docker-Hub

docker pull vvohra/webapp:v1

or

version: '3.1'

services:
  db:
    image: postgres
    environment:
      POSTGRES_DB: "db"
      POSTGRES_HOST_AUTH_METHOD: "trust"
  web:
    image: vvohra/webapp:v1
    command:
      - /bin/bash
      - -c
      - |
        python manage.py migrate
        python manage.py runserver 0.0.0.0:8000
    ports:
      - "8000:8000"
    depends_on:
      - db

docker-compose up

Build local Docker container

docker-compose build
docker-compose run web bash
python3 manage.py migrate
python3 manage.py createsuperuser
exit
docker-compose up
0.0.0.0:8000

Screenshots