A tool to enhance your old/damaged pictures built using python & opencv.

Overview

Breathe Life into your Old Pictures

Screenshot from 2021-11-20 11-28-47

Table of Contents
  1. About The Project
  2. Getting Started
  3. Contact
  4. Acknowledgments

About The Project

This is a tool to enhance your old/damaged pictures built using python & opencv. At the moment, the tool contains the following modules:

  • Image Colorization: Passes your image through a pretrained CNN that colorizes the image ( it can even colorize colored images!).
  • Image Inpainting: Use the tool to draw over damaged parts of image & it will use Fast Marching Method to heal those regions.
  • Image Denoising: Remove the noise in your image with openCV's fastNlMeansDenoising() method.
  • Histogram Equalization: Poor contrast in your image? Don't worry, we've got you covered!
  • Contrast Limited Histogram Equalization: Histogram Equalization not working out for you? Try this!
  • Image Super-Resolution: Want to be able to display your images on a large screen? We've got you covered !

Getting Started

Prerequisites

Use pip to install the dependencies:

pip install -r requirements.txt

You can also use the hosted version

https://share.streamlit.io/hello-fri-end/breathe-life-into-your-old-pictures/streamlit-app.py

Usage

Once the dependencies have been installed, use the folowing command to deploy the app locally:

bash
streamlit run streamlit-app.py

Contact

Anwaar Khalid- LinkedIn

Acknowledgments

Owner
Shah Anwaar Khalid
Hello world :)
Shah Anwaar Khalid
Apply different text recognition services to images of handwritten documents.

Handprint The Handwritten Page Recognition Test is a command-line program that invokes HTR (handwritten text recognition) services on images of docume

Caltech Library 117 Jan 02, 2023
Train custom VR face tracking parameters

Pal Buddy Guy: The anipal's best friend This is a small script to improve upon the tracking capabilities of the Vive Pro Eye and facial tracker. You c

7 Dec 12, 2021
Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

STN-OCR: A single Neural Network for Text Detection and Text Recognition This repository contains the code for the paper: STN-OCR: A single Neural Net

Christian Bartz 496 Jan 05, 2023
TableBank: A Benchmark Dataset for Table Detection and Recognition

TableBank TableBank is a new image-based table detection and recognition dataset built with novel weak supervision from Word and Latex documents on th

844 Jan 04, 2023
OCR powered screen-capture tool to capture information instead of images

NormCap OCR powered screen-capture tool to capture information instead of images. Links: Repo | PyPi | Releases | Changelog | FAQs Content: Quickstart

575 Dec 31, 2022
Crop regions in napari manually

napari-crop Crop regions in napari manually Usage Create a new shapes layer to annotate the region you would like to crop: Use the rectangle tool to a

Robert Haase 4 Sep 29, 2022
Image Smoothing and Blurring Using OpenCV

Image-Smoothing-and-Blurring-Using-OpenCV This repository contains codes for performing image smoothing and blurring using OpenCV. There are different

Happy N. Monday 3 Feb 15, 2022
Code release for our paper, "SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo"

SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo Thomas Kollar, Michael Laskey, Kevin Stone, Brijen Thananjeyan

68 Dec 14, 2022
Face Recognizer using Opencv Python

Face Recognizer using Opencv Python The first step create your own dataset with file open-cv-create_dataset second step You can put the photo accordin

Han Izza 2 Nov 16, 2021
Tesseract Open Source OCR Engine (main repository)

Tesseract OCR About This package contains an OCR engine - libtesseract and a command line program - tesseract. Tesseract 4 adds a new neural net (LSTM

48.4k Jan 09, 2023
This repository contains codes on how to handle mouse event using OpenCV

Handling-Mouse-Click-Events-Using-OpenCV This repository contains codes on how t

Happy N. Monday 3 Feb 15, 2022
Histogram specification using openCV in python .

histogram specification using openCV in python . Have to input miu and sigma to draw gausssian distribution which will be used to map the input image . Example input can be miu = 128 sigma = 30

Tamzid hasan 6 Nov 17, 2021
PAGE XML format collection for document image page content and more

PAGE-XML PAGE XML format collection for document image page content and more For an introduction, please see the following publication: http://www.pri

PRImA Research Lab 46 Nov 14, 2022
A list of hyperspectral image super-solution resources collected by Junjun Jiang

A list of hyperspectral image super-resolution resources collected by Junjun Jiang. If you find that important resources are not included, please feel free to contact me.

Junjun Jiang 301 Jan 05, 2023
Program created with opencv that allows you to automatically count your repetitions on several fitness exercises.

Virtual partner of gym Description Program created with opencv that allows you to automatically count your repetitions on several fitness exercises li

1 Jan 04, 2022
kaldi-asr/kaldi is the official location of the Kaldi project.

Kaldi Speech Recognition Toolkit To build the toolkit: see ./INSTALL. These instructions are valid for UNIX systems including various flavors of Linux

Kaldi 12.3k Jan 05, 2023
Provides OCR (Optical Character Recognition) services through web applications

OCR4all As suggested by the name one of the main goals of OCR4all is to allow basically any given user to independently perform OCR on a wide variety

174 Dec 31, 2022
OCR of Chicago 1909 Renumbering Plan

Requirements: Python 3 (probably at least 3.4) pipenv (pip3 install pipenv) tesseract (brew install tesseract, at least if you have a mac and homebrew

ted whalen 2 Nov 21, 2021
Image augmentation library in Python for machine learning.

Augmentor is an image augmentation library in Python for machine learning. It aims to be a standalone library that is platform and framework independe

Marcus D. Bloice 4.8k Jan 04, 2023
This is an API written in python that uses FastAPI. It is a simple API that can detect discord tokens in Images.

Welcome This is an API written in python that uses FastAPI. It is a simple API that can detect discord tokens in Images. Installation There are curren

8 Jul 29, 2022