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Skin Cancer Classification Web App, Docker, and Azure Cloud

Leave a Comment / Deep Learning, Flask, Medical Imaging, OpenCV, Projects, Python / By

In this comprehensive blog, we will walk you through the process of creating and deploying a Deep Learning-based image classification project. We will focus on classifying skin cancer images into benign and malignant categories using modern technologies. The journey will cover training a deep learning model, building a Flask web application, managing version control with …

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Traffic Sign Classification with 47 Classes: A Deep Learning Journey

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[Introduction] Traffic signs are everywhere on our roads, ensuring safety and efficient traffic flow. But what if we could teach a computer to understand and interpret these signs, just like humans do? That’s exactly what we’re going to explore in this video. [Project Overview] In this project, we trained a deep learning model to classify …

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Data Science

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Data science is a field that involves using scientific methods, algorithms, and systems to extract knowledge and insights from structured and unstructured data. Data scientists use a variety of techniques from statistics, machine learning, and computer science to analyze and interpret data, and to build predictive models and data-driven solutions to real-world problems. Data science …

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Django web frame

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Django is a popular and powerful web framework for Python. It allows developers to quickly create and deploy web applications using a wide range of features and tools. Django is known for its emphasis on convention over configuration, which means that it follows a set of established patterns and conventions for building web applications, so …

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FLASK IN PYTHON

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Flask is a popular micro web framework for Python. It is a lightweight framework that allows you to build web applications quickly and easily. Flask is easy to get started with and has a simple, easy-to-use API. It is often used for building simple, single-page web applications or for building the back-end of more complex …

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Morphological operations

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Morphological operations are a set of image processing operations that are performed on binary images. These operations are based on the shape of the objects in the image, and are used to extract structural information from the image. Some common morphological operations include dilation, erosion, opening, closing, and skeletonization. These operations can be used to …

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