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Hackers Realm Blog
Hackers Realm
Nov 11, 202419 min read
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
417 views1 comment
Hackers Realm
Nov 11, 20248 min read
How to Build a Real-Time Driver Drowsiness Detection System Using OpenCV and Python
Learn to build a real-time driver drowsiness detection system using OpenCV and Python. Enhance road safety with AI-powered monitoring.
190 views0 comments
Hackers Realm
Nov 11, 20246 min read
How to Build a ChatGPT-Style Chatbot Using Streamlit and LLMs: A Step-by-Step Guide
Create a ChatGPT-style chatbot using Streamlit and LLMs with this step-by-step guide! Learn to build interactive AI chatbots in Python.
141 views0 comments
Hackers Realm
Oct 13, 202417 min read
Custom Object Detection using YOLOv8 | Python
Learn how to implement custom object detection using YOLOv8 in Python with this comprehensive guide. #YOLOv8 #ObjectDetection #Python
224 views0 comments
Hackers Realm
Oct 5, 20245 min read
How to Deploy a Trained ML Model in Cloud
Learn how to deploy a trained ML model in the cloud for scalable, efficient access. #Cloud #MachineLearning #ModelDeployment
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Hackers Realm
Oct 5, 202410 min read
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
255 views0 comments
Hackers Realm
Oct 5, 20243 min read
How to deploy a Trained Model using Docker
Learn how to deploy a trained machine learning model with Docker for easy scalability and efficient model deployment. #Docker
17 views0 comments
Hackers Realm
Oct 5, 202410 min read
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.
136 views0 comments
Hackers Realm
Sep 8, 202415 min read
Toxic Comment Classification | Multi Label | NLP | Python
Classify toxic comments with multi-label NLP techniques in Python. Enhance online safety with advanced text analysis. #NLP #Python
61 views0 comments
Hackers Realm
Sep 8, 202413 min read
Air Passenger Data Analysis | Time series Forecasting | SARIMAX | Python
Analyze air passenger data with SARIMAX for time series forecasting in Python. Unlock insights and predict future trends! #TimeSeries
158 views0 comments
Hackers Realm
Aug 26, 20246 min read
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
456 views0 comments
Hackers Realm
Aug 26, 20244 min read
How to Use LM Studio to Run LLM in Windows | Step-by-Step Guide
Learn how to use LM Studio to run any LLM on your local machine with a user-friendly GUI on Windows. Simplify AI deployment! #AI #LLM
402 views0 comments
Hackers Realm
Nov 11, 20239 min read
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
468 views0 comments
Hackers Realm
Nov 11, 20238 min read
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
244 views0 comments
Hackers Realm
Nov 11, 20234 min read
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
1,537 views0 comments
Hackers Realm
Aug 21, 202310 min read
Python GUI Chat Application | Python
Create a Python GUI Chat App! Learn tkinter for GUI & socket programming for server-client interface. Build interactive chat apps in Python.
1,416 views0 comments
Hackers Realm
Aug 21, 20235 min read
How to Create a Chatbot Application using Python | Chatterbot
The objective is to build a chatbot application with chatterbot using python. The chatbot can work in retrieval based and generative based.
145 views0 comments
Hackers Realm
Aug 21, 20235 min read
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
165 views0 comments
Hackers Realm
Aug 21, 20239 min read
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.
2,063 views0 comments
Hackers Realm
Aug 21, 20237 min read
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
221 views0 comments
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