Sadman Kabir Soumik
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  • How to Achieve Perfect Selfie Segmentation and Background Removal

    calendar Jan 16, 2023 · 6 min read · project-tutorial computer vision machine learning  ·
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    How to Achieve Perfect Selfie Segmentation and Background Removal

    Project Goal The project aims to perform image segmentation on selfie images, see how we can blur the image's background, and even replace the background with some other solid colour like black. We will use a framework called MediaPipe to accomplish this task. About MediaPipe MediaPipe is an open-source framework …


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  • Building an Instagram Auto-Liker Bot - A Step-by-Step Guide

    calendar Jan 12, 2023 · 3 min read · project-tutorial bot-development python  ·
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    Building an Instagram Auto-Liker Bot - A Step-by-Step Guide

    Goal of The Project The project aims to build an Instagram bot that will auto-scroll pages down and Like/Love posts automatically. We must log in to Instagram from our web browser and then run the program. You will find all the source code in this GitHub repository. Dependencies 1pip install pyautogui 2# if you are on …


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  • Working with Elasticsearch on Linux Using Python Client

    calendar Aug 19, 2022 · 6 min read · project-tutorial programming python elasticsearch  ·
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    Working with Elasticsearch on Linux Using Python Client

    Elasticsearch Elasticsearch is a distributed, open-source search and analytics engine based on the Apache Lucene search library. It's designed to provide fast and scalable search and analysis capabilities for large volumes of data. At its core, Elasticsearch is a document-oriented database that stores data in JSON …


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  • Multi-class Text Classification Using Apache Spark MLlib

    calendar May 24, 2022 · 7 min read · project-tutorial NLP spark machine learning  ·
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    Multi-class Text Classification Using Apache Spark MLlib

    Spark MLlib MLlib is a library for machine learning in Spark that aims to make it easy to use and scalable for practical applications. It includes tools for common ML tasks, such as classification, regression, clustering, and collaborative filtering, as well as featurization methods for feature extraction, …


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  • Keyphrase Extraction with BERT Embeddings and Part-Of-Speech Patterns

    calendar May 19, 2022 · 10 min read · project-tutorial programming NLP machine learning python  ·
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    Keyphrase Extraction with BERT Embeddings and Part-Of-Speech Patterns

    Keyphrases are important pieces of information that can be extracted from text documents. These are words or phrases that summarize the main ideas or topics of a text, and they can be useful for a variety of applications, such as document summarization, text classification, and information retrieval. In this blog post, …


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  • Bypass reCAPTCHA And Prevent IP Blocking Using Tor Proxy

    calendar Mar 9, 2022 · 4 min read · linux proxy web scraping project-tutorial  ·
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    Bypass reCAPTCHA And Prevent IP Blocking Using Tor Proxy

    When we run web crawlers, sometimes we get blocked by the target site. Sometimes we get reCAPTCHA to solve, and crawling gets interrupted. We can rotate the IP address with each request to avoid these issues, which solves the IP blocking and reCAPTCHA issues. This blog is the written version of the video content I …


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SK Soumik

Data Science | Software Engineering
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