Final Report Submission

DSC NSEC/Report.md

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+# Developer - Winter of Code 2020
+# Sourav Sharma
+### Organisation Name : DocScanner
+
+# Overview
+
+## Project Overview
+This project is aim at taking input image which may be in a different orientation and align this image.
+This project was mentored and guided by - Rishiraj Acharya,Rajwrita,Ritesh.
+
+
+## Contributions
+ - Align image of pages #2: In this task, I was responsible for Align image of pages that are in different orientations using keypoint matching
+ and a homography matrix so that we can apply OCR to the texts in the page.
+ ## For this task i had taken the following steps
+ ## Step 1:
+  - Reading Image: First, we are going to take input using argparse and read it using opencv
+  - Image preprocessing: This step includes converting our images to grayscale for edge detection
+  - Edge Detection: Then we will carry out edge detection using canny edge detection.
+
+
+ ## Step 2:
+  - Finding Contours: First we will find contours of the image to get the cordinates of the edge of documents
+  - Draw Bounding Box: Then we draw bounding box around our document for visualization purpose
+
+ ## Step 3:
+  - Four Points Transformation: First we will apply four points transformation to align our document
+  - Gaussian Blur: Then we will apply gausian blur to give scanned effect on the document
+
+
+
+
+## Language Used
+ - Python
+## Framework Used
+ - Opencv
+ - imutils
+ - numpy
+ - argparse
+
+
+
+
+# New Features
+ - Saving Resulting Output: Our script will save the the resulting output image as 'Scanned.png'
+
+
+## Here is the link to my PR: [image_align_scan.py #6](https://github.com/dscnsec/DocScanner/pull/6) 
+
+# Future Scope
+ - I believe this project not only helps in document alignment but also opens up a new world of possiblities for DSC-NSEC. We can use this project as an advanced feature
+ for document scanning in apps and many other.
+
+
+# Overall Experience
+- I had an enriching and exciting experience in winter of code,2020, working on DocScanner under DSC_NSEC. 
+I was glad to be mentored by Rishiraj Acharya,Rajwrita,Ritesh(thanks for going through my PRs!). 
+I express my sincere thanks to all students who worked on DocScanner
+as part of WOC,2020.