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

Last update: Feb 12, 2022

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.

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

GitHub Repository

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

Related tags

Overview

Optical_Character_Recognition

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

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

Open-cv for Image Processing

Pandas for data manipulation

Owner

Ramsis Hammadi

This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe libraries.

Source Code for AAAI 2022 paper "Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching"

Official code for ROCA: Robust CAD Model Retrieval and Alignment from a Single Image (CVPR 2022)

Optical character recognition for Japanese text, with the main focus being Japanese manga

ISI's Optical Character Recognition (OCR) software for machine-print and handwriting data

Detect the mathematical formula from the given picture and the same formula is extracted and converted into the latex code

An official PyTorch implementation of the paper "Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences", ICCV 2021.

Recognizing the text contents from a scanned visiting card

This can be use to convert text in a file to handwritten text.

Face Detection with DLIB

Image processing is one of the most common term in computer vision

A facial recognition device is a device that takes an image or a video of a human face and compares it to another image faces in a database.

The Open Source Framework for Machine Vision

Pytorch implementation of PSEnet with Pyramid Attention Network as feature extractor

Textboxes : Image Text Detection Model : python package (tensorflow)

Official code for :rocket: Unsupervised Change Detection of Extreme Events Using ML On-Board :rocket:

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

MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition

question‘s area recognition using image processing and regular expression

The papers published in top-tier AI conferences in recent years.

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

Related tags

Overview

Optical_Character_Recognition

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

Using the pytesseract open source library to detect text on image/video. Open-cv for Image Processing Pandas for data manipulation

Owner

Ramsis Hammadi

This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe libraries.

Source Code for AAAI 2022 paper "Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching"

Official code for ROCA: Robust CAD Model Retrieval and Alignment from a Single Image (CVPR 2022)

Optical character recognition for Japanese text, with the main focus being Japanese manga

ISI's Optical Character Recognition (OCR) software for machine-print and handwriting data

Detect the mathematical formula from the given picture and the same formula is extracted and converted into the latex code

An official PyTorch implementation of the paper "Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences", ICCV 2021.

Recognizing the text contents from a scanned visiting card

This can be use to convert text in a file to handwritten text.

Face Detection with DLIB

Image processing is one of the most common term in computer vision

A facial recognition device is a device that takes an image or a video of a human face and compares it to another image faces in a database.

The Open Source Framework for Machine Vision

Pytorch implementation of PSEnet with Pyramid Attention Network as feature extractor

Textboxes : Image Text Detection Model : python package (tensorflow)

Official code for :rocket: Unsupervised Change Detection of Extreme Events Using ML On-Board :rocket:

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

MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition

question‘s area recognition using image processing and regular expression

The papers published in top-tier AI conferences in recent years.

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

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

Open-cv for Image Processing

Pandas for data manipulation