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Python/Django App- Create & Deploy a Computer Vision Model

Python/Django App- Create & Deploy a Computer Vision Model Obtain

Full Stack Computer Vision net app utilizing python and Django, Switch Studying, CNN, Keras, html, CSS, JavaScript, Ajax.

Python Django App Create Deploy a Computer Vision Model

What you’ll study
  • Creating a full stack pc imaginative and prescient mannequin utilizing Switch Studying in Python. The course will embody particulars on create a pc imaginative and prescient mannequin in python, and host it on server utilizing Django.
  • Easy methods to save and deploy any python ML/DL mannequin you will have created utilizing Django.
  • Easy methods to deploy a mannequin in Manufacturing, Consumer Facet(html, CSS) and Server facet(Python) programming. All open supply and free to make use of applied sciences.
  • Study Django and Integrating a python code with the Django Framework.
  • Easy methods to create a person interface(UI) on your python code or ML/DL mannequin that may take enter from person, go the enter to your ML/DL mannequin and renders again the outcomes to UI.
  • Easy methods to make the most of switch studying for characteristic extraction thus serving to prepare new fashions with out the necessity of a highly effective GPU.
  • Re-usability : rapidly retrain the mannequin that you simply create on new set of photographs.
  • Easy methods to create an finish to finish pc imaginative and prescient challenge.
Necessities

Prérequis

  • Python (I did included some python fundamentals as a refresher)
  • Information of Deep studying good to have however not a should. I did included detailed lectures explaining CNN structure and switch studying, together with code.
  • Zeal to study.
Description

This Course has been designed for the builders who’re in a position to prepare ML/DL fashions, however they wrestle relating to saving the mannequin for future use or relating to deploying the mannequin by way of a full stack portal.

This course will train you prepare and create pc imaginative and prescient mannequin from scratch, make the most of switch studying for characteristic extraction, save these fashions utilizing pickle,  and deploy the fashions utilizing Django framework.

À qui ce cours s’adresse-t-il ?
  • One who needs to create full stack portal with shopper facet(html, css, javascript) and server facet(Python) performance.
  • One who needs to save lots of his skilled ML/DL mannequin in python for future predictions.
  • One who is aware of create a ML/DL mannequin in python however don’t know deploy it.
  • One who needs to host his mannequin as Net Server.
  • College students who need to create a challenge. The fashions could be retrained on new set picture actually rapidly and initiatives like KYC or another picture classification initiatives could be created finish to finish.
  • One who needs to code sensible implementation utilizing open supply libraries like tensorflow and Keras.
Python/Django App- Create & Deploy a Computer Vision Model Obtain

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Source: www.udemy.com/course/full-stack-model-creation-and-deployment-in-python-django/

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