Blog
Exploration and Exploitation
Exploration and Exploitation are two fundamental processes in reinforcement learning. In short, exploration is about learning something new, and...
YOLOv5 & YOLOv8 Object Detection
This repository demonstrates object detection using two versions of the YOLO model: YOLOv5 and YOLOv8 from Ultralytics. The scripts provided allow...
Avoiding Conflicts on GitHub: The Power of Locking
GitHub is a hub of collaboration where developers come together to work on projects, share ideas, and resolve issues. While this collaborative...
Unreal Engine Basic Terminology
Unreal Engine is a powerful and versatile game development engine created by Epic Games. With its real-time rendering capabilities, visual scripting...
Confusion Matrices with Heatmaps: Implementation in Python with seaborn and scikit-learn
Understanding and effectively utilizing a confusion matrix and heatmap is crucial for anyone dealing with classification problems in machine...
Create a Progressbar using tqdm and Python
tqdm is a must need python package for all data scientists and artificial intelligence researchers/developers. Sometimes, we need to visualize what...
Basic Anaconda Commands
Anaconda is a fantastic tool for all deep learning, machine learning, and computer vision researcher. It reduces tons of extra work for setting up...
Hand joint detection using OpenCV and MediaPipe
MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines. MediaPipe Python package is available...
Linear Regression
Linear Regression is one of the simplest yet powerful algorithms in machine learning and statistics. It's widely used in predictive modeling, where...