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Hackers Realm Blog


Image Segmentation with UNET: A Step-by-Step Tutorial Using Oxford Pet Data and Keras Tensorflow
Image segmentation plays a crucial role in computer vision enabling machines to understand and interpret the contents of an image at a pixel
Hackers Realm
Nov 11, 202419 min read
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Custom Object Detection using YOLOv8 | Python
Learn how to implement custom object detection using YOLOv8 in Python with this comprehensive guide. #YOLOv8 #ObjectDetection #Python
Hackers Realm
Oct 13, 202417 min read
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Motion Detection Tutorial using OpenCV | Python
Learn how to implement motion detection using OpenCV in Python with this step-by-step tutorial. #OpenCV #MotionDetection #Python
Hackers Realm
Oct 5, 202410 min read
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How to Fine Tune Llama 3 (or) any LLM in Colab | PEFT | Unsloth
Fine-tuning large language models (LLMs) like LLaMA 3 can unlock their full potential, tailoring their capabilities to specific tasks.
Hackers Realm
Oct 5, 202410 min read
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How to run Llama 3 (or) any LLM in Colab | Unsloth
Run Llama 3.1 or any LLM in Colab effortlessly with Unsloth. Maximize AI potential without the hassle! #LLM #Colab #AI
Hackers Realm
Aug 26, 20246 min read
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Basic Syntax in Python | Python Complete Tutorial
Master Python's essential syntax! This tutorial provides a brief guide for beginners, covering fundamental concepts and coding principles.
Hackers Realm
Dec 4, 20235 min read
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How to Handle Large Dataset (Pandas CSV) | Python
Tackle vast datasets effortlessly in Python! Learn efficient techniques to handle large CSVs with Pandas. #LargeDataset #Python
Hackers Realm
Nov 11, 20239 min read
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Mastering Cross-Validation Techniques in Python
Cross-validation methods are designed to provide a rigorous and unbiased evaluation of a model's performance, helping to mitigate issues
Hackers Realm
Nov 11, 20238 min read
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Standardize data using Z-Score/Standard Scalar | Python
Standardization is a data preprocessing technique that plays a pivotal role in making data suitable for various analytical processes
Hackers Realm
Nov 11, 20234 min read
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Scraping Data using Regular Expression | Web Scraping | Python
Scraping data using regular expressions is a technique when you need to extract specific patterns or information from unstructured text.
Hackers Realm
Oct 14, 20235 min read
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Scraping XML Data using Beautiful SOUP | Web Scraping | Python
Master XML data extraction with Beautiful Soup in Python! Learn efficient web scraping techniques for structured data. #WebScraping
Hackers Realm
Oct 14, 20233 min read
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Scraping Products from Amazon using Selenium | Web Scraping | Python
Master web scraping on Amazon with Python! Learn Selenium for efficient product extraction. #WebScraping #Selenium #Python #AmazonProducts
Hackers Realm
Oct 13, 20236 min read
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Taking Screenshot of Webpage using Selenium | Web Scraping | Python
One essential aspect of web testing is capturing screenshots of webpages at various stages of testing to visually inspect the page's content
Hackers Realm
Oct 13, 20233 min read
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Scraping Multimedia Files using Beautiful Soup | Web Scraping | Python
Master web scraping with Beautiful Soup in Python! Learn to extract multimedia files efficiently. #WebScraping #BeautifulSoup #Python
Hackers Realm
Oct 13, 20235 min read
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Scraping Data using Selenium | Web Scraping | Python
Unleash the power of Selenium for web scraping in Python! Learn effective techniques to extract valuable data. #WebScraping #Selenium
Hackers Realm
Oct 13, 20234 min read
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Learning Rate Scheduler | Keras Tensorflow | Python
A learning rate scheduler is a method used in deep learning to try and adjust the learning rate of a model over time to get best performance
Hackers Realm
Aug 21, 20235 min read
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Transfer Learning using Pretrained Model | MNIST | Keras Tensorflow | Python
Transfer learning allows models to harness the insights gained from one task and apply them to new, distinct tasks.
Hackers Realm
Aug 21, 20239 min read
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Data Augmentation for Image Data | Keras Tensorflow | Python
Data augmentation is a fundamental technique to enhance the diversity and quality of the training data by applying various transformations
Hackers Realm
Aug 21, 20237 min read
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Extract Features from Audio File | MFCC | Deep Learning | Python
MFCC stands for Mel-Frequency Cepstral Coefficients.It is a widely used feature extraction technique in the field of audio signal processing
Hackers Realm
Aug 20, 20235 min read
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Extract Features from Image using Pretrained Model | Deep Learning | Python
Extracting features from images using a pre-trained model is common technique in transfer learning which saves time and improve performance.
Hackers Realm
Aug 20, 20235 min read
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