Computer Vision Demo

This is a computer vision model deployed in Django framework for object detection, Instance Segmentation, and vehicle plate extraction from video and images. I used Detectron 2 to buld this model.

It is divided in two parts:

1. CV on Images (Object Classification, Instance segmentation, Panoptic Segmentation, Object Detection, and Vehicle Plate Recognizer)

   1. Object Detection

   

   2. Instance Segmentation

   

   3. Panoptic Segmentation

   

   4. Object Detection

   

   5. Vehicle Plate Recognizer

   
   
   

2. CV on Video (Instance Segmentation, Object Detection)

   1. Instance Segmentation

   2. Object Detection

Deployment on local server

cd Computer-Vision/deployment

python manage.py runserver

It has two web app

1. CV for images (cv): It can be deployed at 127.0.0.1:8000/cv/
2. CV for videos (cv_vid): It can be deployed at 127.0.0.1:8000/cv_vid/

Requirements

You need to install Detectron2. You can see installation instructions here