Object Detection Using Yolov4

What is object detection? Object detection is a computer vision technique that involves identifying and locating specific objects within images or video streams. It goes beyond simple image classification by not only recognizing objects but also outlining

By |2023-05-22T19:04:46+05:3022 May 2023|0 Comments

Dimensionality Reduction : PCA, tSNE, UMAP

Why dimensionality reduction ? Dimensionality reduction is a technique used in machine learning and data analysis to reduce the number of input variables or features in a dataset while retaining the most important information. The process involves transforming

By |2024-01-08T17:00:20+05:3018 May 2023|0 Comments

Docker Overview

Introduction to Docker Docker is an open-source platform that allows developers to easily create, deploy, and run applications in containers. A container is a lightweight, standalone executable package of software that includes everything needed to run the

By |2023-05-18T12:08:41+05:302 April 2023|0 Comments

Normalization in DBMS

Database Normalization is the process of organizing a relational database in accordance with a series of so-called normal forms in order to reduce data redundancy and improve data integrity. It was first proposed

By |2023-05-16T14:28:08+05:3031 March 2023|0 Comments

How does Paddle-OCR reads image data?

Reading huge documents can be very tiring and very time taking. You must have seen many software or applications where you just click a picture and get key information from the document. This is done by a technique

By |2023-01-17T19:55:14+05:3022 August 2022|Comments Off on How does Paddle-OCR reads image data?

How to increase accuracy of Tesseract

Accuracy of Tesseract OCR in Java What is OCR? OCR stands for "Optical Character Recognition". It is a technology that recognizes text within a image. It is commonly used to recognize text in scanned documents and images. OCR

By |2023-01-17T20:03:50+05:3026 April 2022|Comments Off on How to increase accuracy of Tesseract

ONNX, ONNX Runtime, and TensortRT

What is ONNX? ONNX(Open Neural Network Exchange) defines a common set of operators - the building blocks of machine learning and deep learning models - and a common file format to enable AI developers to use models with

By |2023-01-17T20:00:05+05:303 March 2022|Comments Off on ONNX, ONNX Runtime, and TensortRT

Leveraging data & analytics to demystify national highway toll operations

National Highways Authority of India (NHAI) is a Central Authority to develop, maintain and manage the National Highways entrusted to it by the Government of India. Currently NHAI has 720+ toll plazas on different national highways under their

By |2023-01-17T20:00:32+05:303 March 2022|Comments Off on Leveraging data & analytics to demystify national highway toll operations
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