https://blog.sksoumik.com/tags/project-tutorial/ Recent content in project-tutorial on Sadman Kabir Soumik Hugo -- gohugo.io en Copyright © 2022, Sadman Kabir Soumik Mon, 16 Jan 2023 00:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/removing-background-selfie-segmentation/ Mon, 16 Jan 2023 00:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/removing-background-selfie-segmentation/ 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 developed by Google that allows developers to build and deploy cross-platform multimodal machine learning models. The framework provides a set of reusable components for tasks such as object detection, hand tracking, facial landmark detection, and gesture recognition. https://blog.sksoumik.com/software-engineering/building-automated-instagram-liker-bot/ Thu, 12 Jan 2023 00:00:00 +0000 https://blog.sksoumik.com/software-engineering/building-automated-instagram-liker-bot/ 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 Linux, you also need to install scrot 3sudo apt-get install scrot Task 1 At first, we need to find the exact RGB value of the love sign on Instagram when the post has already been liked, so that our program doesn't click on the posts that has been already liked. https://blog.sksoumik.com/software-engineering/elasticsearch-python-client-tutorial/ Fri, 19 Aug 2022 00:00:00 +0000 https://blog.sksoumik.com/software-engineering/elasticsearch-python-client-tutorial/ 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 format. This allows it to index and search through data quickly and efficiently. Elasticsearch uses a powerful query language called Elasticsearch Query DSL to perform complex search queries on this data. https://blog.sksoumik.com/artificial-intelligence/multi-class-text-classification-apache-spark-mllib/ Tue, 24 May 2022 00:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/multi-class-text-classification-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, transformation, dimensionality reduction, and selection. MLlib also provides tools for building, evaluating, and tuning ML pipelines, as well as utilities for linear algebra, statistics, and data handling. https://blog.sksoumik.com/artificial-intelligence/keyphrase-extraction-techniques-with-bert-embeddings-pos-patterns/ Thu, 19 May 2022 00:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/keyphrase-extraction-techniques-with-bert-embeddings-pos-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, we will explore how keyphrases can be extracted from text documents, and discuss some of the techniques and tools that can be used for this task. https://blog.sksoumik.com/software-engineering/rotate-ip-with-every-http-request-bypass-recaptcha-tor-proxy/ Wed, 09 Mar 2022 00:00:00 +0000 https://blog.sksoumik.com/software-engineering/rotate-ip-with-every-http-request-bypass-recaptcha-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 published on YouTube. If you prefer watching videos than reading blogs, then you can watch the video.