top of page

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
697 views
0 comments


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
340 views
0 comments


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
402 views
0 comments


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
205 views
0 comments


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
623 views
0 comments

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
46 views
0 comments


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
495 views
0 comments


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
269 views
0 comments


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
1,711 views
0 comments


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
230 views
0 comments


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
500 views
0 comments


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
946 views
0 comments


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
215 views
0 comments


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
826 views
0 comments


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
98 views
0 comments


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
185 views
0 comments


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
2,229 views
0 comments


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
235 views
0 comments


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
4,073 views
0 comments


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
3,380 views
0 comments
bottom of page