by Shahinur | Oct 20, 2024 | Artificial Intelligence, Deep Learning
This project contains a Flask-based web application that integrates various Natural Language Processing (NLP) models to generate text summaries. The app allows users to enter text and receive summaries in different formats such as paragraph or bullet points, utilizing...
by Shahinur | Jun 12, 2024 | Reinforcement Learning
Exploration and Exploitation are two fundamental processes in reinforcement learning. In short, exploration is about learning something new, and exploitation is about making decisions based on known information. Balancing these two is crucial. Exploration Through this...
by Shahinur | May 2, 2024 | Computer Vision, Deep Learning, Mathematics, OpenCV, Python
This repository demonstrates object detection using two versions of the YOLO model: YOLOv5 and YOLOv8 from Ultralytics. The scripts provided allow you to detect objects in images and videos using pre-trained models, and display or save the annotated outputs using...
by Shahinur | Oct 12, 2023 | Miscellaneous
GitHub is a hub of collaboration where developers come together to work on projects, share ideas, and resolve issues. While this collaborative environment is one of GitHub’s strengths, it can also give rise to commit conflicts. GitHub provides a powerful tool...
by Shahinur | Jun 3, 2023 | Basic Terminology, Game Development, Unreal Engine, Virtual Reality
Unreal Engine is a powerful and versatile game development engine created by Epic Games. With its real-time rendering capabilities, visual scripting system (Blueprints), and robust physics engine, Unreal Engine empowers developers to bring their creative visions to...
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