An Optical Character Recognition system using Pytesseract/Extracting data from Blood Pressure Reports.

Overview

Optical_Character_Recognition

An Optical Character Recognition system using Pytesseract/Extracting data from Blood Pressure Reports.

As an IOT/Computer Visions Intern at the Graduate Rotational Internship program (GRIP) by The Sparks Foundation (TSF), the first task is to implement a character detector which extracts printed or handwritten text from an image/video.

For more learning purposes, I've utilized this feature in cleaning/extracting valuable information from Blood Pressure Reports as images.

download

Dependencies

  • tesseract-ocr package
  • pytesseract 0.3.8
  • Open-cv
  • Pandas

    Using the pytesseract open source library to detect text on image/video.

    Open-cv for Image Processing

    Pandas for data manipulation

  • Owner
    Ramsis Hammadi
    Ramsis Hammadi
    An Implementation of the alogrithm in paper IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection

    InceptText-Tensorflow An Implementation of the alogrithm in paper IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Orien

    GeorgeJoe 115 Dec 12, 2022
    huoyijie 1.2k Dec 29, 2022
    A pure pytorch implemented ocr project including text detection and recognition

    ocr.pytorch A pure pytorch implemented ocr project. Text detection is based CTPN and text recognition is based CRNN. More detection and recognition me

    coura 444 Dec 30, 2022
    This is a GUI for scrapping PDFs with the help of optical character recognition making easier than ever to scrape PDFs.

    pdf-scraper-with-ocr With this tool I am aiming to facilitate the work of those who need to scrape PDFs either by hand or using tools that doesn't imp

    Jacobo José Guijarro Villalba 75 Oct 21, 2022
    A curated list of awesome synthetic data for text location and recognition

    awesome-SynthText A curated list of awesome synthetic data for text location and recognition and OCR datasets. Text location SynthText SynthText_Chine

    Tianzhong 283 Jan 05, 2023
    A curated list of papers, code and resources pertaining to image composition

    A curated list of resources including papers, datasets, and relevant links pertaining to image composition.

    BCMI 391 Dec 30, 2022
    This project is basically to draw lines with your hand, using python, opencv, mediapipe.

    Paint Opencv 📷 This project is basically to draw lines with your hand, using python, opencv, mediapipe. Screenshoots 📱 Tools ⚙️ Python Opencv Mediap

    Williams Ismael Bobadilla Torres 3 Nov 17, 2021
    question‘s area recognition using image processing and regular expression

    ======================================== Paper-Question-recognition ======================================== question‘s area recognition using image p

    Yuta Mizuki 7 Dec 27, 2021
    OpenMMLab Text Detection, Recognition and Understanding Toolbox

    Introduction English | 简体中文 MMOCR is an open-source toolbox based on PyTorch and mmdetection for text detection, text recognition, and the correspondi

    OpenMMLab 3k Jan 07, 2023
    1st place solution for SIIM-FISABIO-RSNA COVID-19 Detection Challenge

    SIIM-COVID19-Detection Source code of the 1st place solution for SIIM-FISABIO-RSNA COVID-19 Detection Challenge. 1.INSTALLATION Ubuntu 18.04.5 LTS CUD

    Nguyen Ba Dung 170 Dec 21, 2022
    TextBoxes++: A Single-Shot Oriented Scene Text Detector

    TextBoxes++: A Single-Shot Oriented Scene Text Detector Introduction This is an application for scene text detection (TextBoxes++) and recognition (CR

    Minghui Liao 930 Jan 04, 2023
    scene-linear test images

    Scene-Referred Image Collection A collection of OpenEXR Scene-Referred images, encoded as max 2048px width, DWAA 80 compression. All exrs are encoded

    Gralk Klorggson 7 Aug 25, 2022
    Face_mosaic - Mosaic blur processing is applied to multiple faces appearing in the video

    動機 face_recognitionを使用して得られる顔座標は長方形であり、この座標をそのまま用いてぼかし処理を行った場合得られる画像は醜い。 それに対してモ

    Yoshitsugu Kesamaru 6 Feb 03, 2022
    MONAI Label is a server-client system that facilitates interactive medical image annotation by using AI.

    MONAI Label is a server-client system that facilitates interactive medical image annotation by using AI. It is an open-source and easy-to-install ecosystem that can run locally on a machine with one

    Project MONAI 344 Dec 23, 2022
    With the virtual keyboard, you can write on the real time images by combining the thumb and index fingers on the letter you want.

    Virtual Keyboard With the virtual keyboard, you can write on the real time images by combining the thumb and index fingers on the letter you want. At

    Güldeniz Bektaş 5 Jan 23, 2022
    code for our ICCV 2021 paper "DeepCAD: A Deep Generative Network for Computer-Aided Design Models"

    DeepCAD This repository provides source code for our paper: DeepCAD: A Deep Generative Network for Computer-Aided Design Models Rundi Wu, Chang Xiao,

    Rundi Wu 85 Dec 31, 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
    Opencv face recognition desktop application

    Opencv-Face-Recognition Opencv face recognition desktop application Program developed by Gustavo Wydler Azuaga - 2021-11-19 Screenshots of the program

    Gus 1 Nov 19, 2021
    天池2021"全球人工智能技术创新大赛"【赛道一】:医学影像报告异常检测 - 第三名解决方案

    天池2021"全球人工智能技术创新大赛"【赛道一】:医学影像报告异常检测 比赛链接 个人博客记录 目录结构 ├── final------------------------------------决赛方案PPT ├── preliminary_contest--------------------

    19 Aug 17, 2022
    End-to-end pipeline for real-time scene text detection and recognition.

    Real-time-Scene-Text-Detection-and-Recognition-System End-to-end pipeline for real-time scene text detection and recognition. The detection model use

    Fangneng Zhan 89 Aug 04, 2022