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    Détails du Torrent Pour "Face Recognition Web App with Machine Learning in Flask"

    Face Recognition Web App with Machine Learning in Flask

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    Seeds: 7
    Leechers: 3
    Terminé: 116 
    Dernière vérification: 10-11-2021 18:07:26

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    _NAME_:Face Recognition Web App with Machine Learning in Flask
    Description:

    Description

    Face Recognition Web Project using Machine Learning in Flask Python

    Face recognition is one of the most widely used in my application. If at all you want to develop and deploy the application on the web only knowledge of machine learning or deep learning is not enough. You also need to know the creation of pipeline architecture and call it from the client-side, HTTP request, and many more. While doing so you might face many challenges while developing the app. This course is structured in such a way that you can able to develop the face recognition based web app from scratch.

    What you will learn?

      Python
      Image Processing with OpenCV
      Image Data Preprocessing
      Image Data Analysis
      Eigenfaces with PCA
      Face Recognition Classification Model with Support Vector Machines
      Pipeline Model
      Flask (Jinja Template, HTML, CSS, HTTP Methods)
      Finally, Face recognition Web App

    You will learn image processing techniques in OpenCV and the concepts behind the images. We will also do the necessary image analysis and required preprocessing steps for images.

    For the preprocess images, we will extract features from the images, ie. computing Eigen images using principal component analysis. With Eigen images, we will train the Machine learning model and also learn to test our model before deploying, to get the best results from the model we will tune with the Grid search method for the best hyperparameters.

    Once our machine learning model is ready, will we learn and develop a web server gateway interphase in flask by rendering HTML CSS and bootstrap in the frontend and in the backend written in Python.  Finally, we will create the project on the Face Recognition project by integrating the machine learning model to Flask App.
    Who this course is for:

      Any one who want to learn image processing and build data science applications
      Beginners on Python who want to data science project
      Who want to start their career in artificial intelligence and data science
      Data science beginner who want to build end to end data science project

    Requirements

      Should be at-least beginner level in Python
      Be able to understand HTML and CSS
      Basic Understanding of Machine Learning Concepts

    Last Updated 4/2021
    YouTube Video:
    Catégorie:Tutorials
    Langue :English  English
    Taille totale:4.47 GB
    Info Hash:C3A0DA68EBC65BB9EEEBC6636CDF43F18EF49518
    Ajouté par:tutsnode Verified UploaderVIP
    Date:2021-06-14 12:31:00
    Statut Torrent:Torrent Verified


    évaluations:Not Yet Rated (Log in to rate it)


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