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 | 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 | Sep 3, 2021 | Deep Learning, Machine Learning, Miscellaneous, Python
tqdm is a must need python package for all data scientists and artificial intelligence researchers/developers. Sometimes, we need to visualize what is going on in the background. Some programs may require hours to several days to finish. In that case, a progress bar...
by Shahinur | Sep 1, 2021 | Deep Learning, Machine Learning, Python
Anaconda is a fantastic tool for all deep learning, machine learning, and computer vision researcher. It reduces tons of extra work for setting up environments and tools. Personally, I love it so much. Anaconda Navigator is a great UI for setting up environments and...
by Shahinur | Sep 23, 2020 | Artificial Intelligence, Deep Learning, Machine Learning
Linear Regression is one of the simplest yet powerful algorithms in machine learning and statistics. It’s widely used in predictive modeling, where the goal is to understand the relationship between one or more independent variables and a dependent variable. The...
by Shahinur | Sep 2, 2019 | Deep Learning, Machine Learning
Being with Deep Learning for a long time requires installing different packages or third-party software. But working in the GPU can sometimes lead to many problems. Basically the problem is with the version. That’s why I thought I’d write a note. However,...
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