Projects

Deploying a Deep Learning Skin Classification App to Google Cloud

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A Step-by-Step Guide In this guide, we’ll walk you through the process of deploying a deep learning skin classification application to Google Cloud Run. Cloud Run is a fully managed platform that automatically scales your containerized applications, making it an ideal choice for deploying machine learning models. Whether you’re a data scientist or a developer, …

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Skin Cancer Classification Web App, Docker, and Azure Cloud

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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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Face mask detection Gender Age prediction

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As I mentioned in my previous blog, face mask detection uses deep learning techniques. In this blog, you will learn how to accurately detect the face mask and classify it into two categories (face mask and no face mask). For this purpose, first, we trained the deep learning CNN model (MOBILE NET) using the facemask …

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Realtime facemask detection | 100% accurately

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Facemask detection using deep learning techniques. In this blog, you will learn how to accurately detect the face mask and classify it into two classes (face mask and no face mask). For this purpose First, we trained the deep learning CNN model(Resnet) using the facemask dataset. After training the model, we used that model with …

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Diagnosis for prediction of knee osteoarthritis using deep learning

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In this blog, we learn how to diagnosis the prediction of X-rays knee classification using Convolutional neural network and then deploy the model using Web-based Flask application. Diagnosis for the prediction of knee osteoarthritis using deep learning techniques. The dataset consists of 1650 digital X-ray images of knee joint which are collected from well reputed …

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Fake News detection using machine learning with flask web application

17 Comments / Flask, Machine Learning, NLP, Projects, Python / By

The advent of the World Wide Web and the rapid adoption of social media platforms (such as Facebook and Twitter) paved the way for information dissemination that has never been witnessed in the human history before.Consumers are creating and sharing more information than ever before thanks to social media platforms, some of it is inaccurate …

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Skin Cancer Detection With Android App | Complete Project

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In recent days, skin cancer is seen as one of the most Hazardous form of Cancers found in Humans. Skin cancer is found in various types such as Melanoma, Basal and Squamous cell Carcinoma among which Melanoma is the most unpredictable. The detection of Melanoma cancer in the early stage can be helpful to cure …

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Uber Rides Prediction using machine learning

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As ride-hailing services become more popular, being able to reliably estimate demand can help operators allocate drivers to clients more efficiently, reducing idle time, improving traffic congestion, and improving the passenger experience. In this Blog, we are making a Flask based web application that will predict the Number of Weekly Rides using machine learning model. …

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Multi-Class Image Classification Flask App | Complete Project

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As we know artificial intelligence is transforming many fields. Deep learning is one of the starts of the art model from a few decades. Convolutional neural network si one of the well know deep learning model. most of the time we train the model but we all think about that how we test the model …

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