Flask

Blurring and Smoothing Using Gaussian and Median Filters.

What is Blurring and Smoothing? Blurring or smoothing is a fundamental image processing technique that involves reducing the detail and noise in an image. It works by averaging or filtering the pixel value in a neighborhood around each pixel to produce a softer, less detailed picture. In Python, especially using libraries like OpenCV, blurring is …

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Tutorial on uploading Files with Flask | Python

Introduction So, basically, Flask is a web development framework which is written in Python, and it is widely used as a web framework for creating APIs (Application Programming Interfaces) or it is a micro web framework that allows developers to build web applications quickly and easily. Python-Flask Request In Python-Flask the request module is an object that …

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Machine Learning Project: Anemia Detection

Machine Learning Project: Anemia Detection “Detect anemia we must, with the force of machine learning, progress we achieve.”- Not Yoda but close. Introduction Anemia is no laughing matter (although my puns might be). Affecting over 1.6 billion people globally, anemia is a condition where the body doesn’t produce enough red blood cells, leading to fatigue, …

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Save and load models in Tensorflow.

Introduction: When working with machine learning models, especially in a dynamic environment, being able to save the progress and reload it later is very important. This capability not only saves time but also ensures that the work is safe and can be easily shared or deployed. In TensorFlow, this process is streamlined with functions that …

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