by Shahinur | Feb 16, 2022 | Miscellaneous
Understanding and effectively utilizing a confusion matrix and heatmap is crucial for anyone dealing with classification problems in machine learning. In this blog post, we’ll dive into the intricacies of these powerful tools, providing clear explanations and...
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 | Aug 27, 2021 | MediaPipe, OpenCV
MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines. MediaPipe Python package is available on PyPI for Linux, macOS, and Windows. Today we will write a simple code for hand joint detection using OpenCV. At...
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...
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