Flask Archives - Buff ML

Skin Cancer Classification Web App, Docker, and Azure Cloud

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

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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FLASK IN PYTHON

Leave a Comment / Flask, Python / By admin

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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Run Flask on Raspberry pi

1 Comment / Flask, Machine Learning, Python, Raspberry Pi / By admin

To run Flask on a Raspberry Pi, you will first need to install Flask using pip, the Python package manager. You can do this by running the following command: Once Flask is installed, you can create a simple Flask app by creating a file called app.py and adding the following code: To run this Flask …

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Diagnosis for prediction of knee osteoarthritis using deep learning

5 Comments / Computer Vision, Data Science, Deep Learning, Flask, Medical Imaging, OpenCV, Projects, Python / By admin

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 admin

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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Uber Rides Prediction using machine learning

11 Comments / Flask, Machine Learning, Projects / By admin

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

20 Comments / Computer Vision, Deep Learning, Flask, Projects, Python / By admin

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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Web-based chatbot using Flask API

1 Comment / Flask, NLP, Projects / By admin

In this Python web-based project with source code, we are going to build a chatbot using deep learning and flask techniques. The chatbot will be trained on the dataset which contains categories (intents), pattern and responses. We use a special artificial neural network (ANN) to classify which category the user’s message belongs to and then …

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