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Mageshwaran R

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Survey on Image Preprocessing Techniques to Improve OCR Accuracy

Even the best OCR tool will fail to produce good results when the input image/document quality is too bad. Use these techniques to improve…

10 min readJan 6, 2021

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Survey on Image Preprocessing Techniques to Improve OCR Accuracy

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Mageshwaran R
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Technovators

Review of Best Open-Source OCR Tools

Tesseract is not the only open-source option for OCR💔

5 min readJul 11, 2021

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Review of Best Open-Source OCR Tools

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Mageshwaran R
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Technovators

Scene Text Detection In Python With EAST and CRAFT

Text Detection in the Wild is very challenging. However, with the advent of deep learning we are in the right direction to solve it. See…

7 min readApr 29, 2021

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Scene Text Detection In Python With EAST and CRAFT

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Mageshwaran R
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Technovators

Semantic Segmentation using DeepLabv3

Let’s build a Face (Semantic) Segmentation model using DeepLabv3. A walk-through of building an end-to-end Deep learning model for image…

6 min readNov 24, 2020

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Semantic Segmentation using DeepLabv3

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Technovators

Everything You Need to Know About Image Segmentation

A Comprehensive Survey on Image Segmentation: Types, Datasets, Metrics, Image Processing and Deep Learning Algorithms for Image…

14 min readOct 31, 2020

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Everything You Need to Know About Image Segmentation

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Technovators

Artificial Intelligence and the evolution of Homo Deus

AI algorithms impact and manipulate our lives today, which may lead to the evolution of new species “Homo Deus”

6 min readOct 19, 2020

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Artificial Intelligence and the evolution of Homo Deus

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Mageshwaran R
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Technovators

How Businesses Use AI to Thrive In The Digital Economy

A Comprehensive Survey on business use cases of AI and how AI is transforming businesses at scale, and AI-first companies impacting lives

14 min readOct 6, 2020

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How Businesses Use AI to Thrive In The Digital Economy

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TRADESTOR

Becoming a Millionaire in Health, Wealth, and Happiness

You’re screwed if you plan Early Retirement by deprioritizing health, family time. Here’s how to become a millionaire not just in wealth…

7 min readSep 6, 2020

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Becoming a Millionaire in Health, Wealth, and Happiness

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Mageshwaran R
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Technovators

How far are we from replicating the Human Brain into a Computer?

Interesting facts about the human brain in comparison with recent advancements in AI. Human intelligence vs AI. Will AI take over Humans?….

8 min readJun 24, 2020

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How far are we from replicating the Human Brain into a Computer?

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Mageshwaran R
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Technovators

Machine Learning based Multi-Label Text Classification

A Brief Survey on Multi-Label Text Classification and comparison of various Multi-Label Classifiers with problem transformation and…

10 min readFeb 19, 2020

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Machine Learning based Multi-Label Text Classification

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Mageshwaran R

Mageshwaran R

AI Engineer | NLP | Computer Vision. An avid reader of Neuroscience, Psychology, and Decision Making. https://mageshwaran.com

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