Udemy

Platform

English

Language

Data Science

Category

Object Detection Web App with TensorFlow, OpenCV and Flask

Build an Object Detection Model from Scratch using Deep Learning and Transfer Learning

3.76 (149 reviews)

Object Detection Web App with TensorFlow, OpenCV and Flask

17155

Students

1 hour

Content

Jan 2021

Last Update
$94.99
Regular Price


What you will learn

Object Detection

Computer Vision with OpenCV

Deploying Object Detection Model as Flask Web app

Using Pre-trained Machine Learning Models

Python Project Development

Training using Tensorflow


Description

Detecting Objects and finding out their names from images is a very challenging and interesting field of Computer Vision.

The core science behind Self Driving Cars, Image Captioning and Robotics lies in Object Detection.

In this course, you are going to build a Object Detection Model from Scratch using Python's OpenCV library using Pre-Trained Coco Dataset.

The model will be deployed as an Web App using Flask Framework of Python.


TECHNOLOGIES & TOOLS USED

  • Python

  • Machine Learning

  • Deep Learning

  • Transfer Learning

  • Tensorflow

  • OpenCV

  • Flask



Content

Introduction

Introduction

About the Instructor

Getting Started

Resources and Folder Structure

Installation

Object Detection Project

Importing Packages and Data

Detection

Routing and Image Upload

Object Detection and Binding

Implementation and Output



Reviews

H
Harshal20 February 2021

Want More explanation about all python important Module. Good course, Waiting for the more amazing course.

O
Ogunjinmi29 December 2020

Overall, the course is good. However, it could be delivered in tf 2.x rather than tf 1.2.0. Also, the course doesn't cover how to host the GUI online rather than locally. I appreciate the fact that it is a very concise course.

J
Jacob19 December 2020

I loved the whole course from the instructor, clear English and good mastery of speech. -Thank you Udemy

P
Pero19 December 2020

Terrible. Voice can not be understood. No preparation for videos. Low quality videos, terrible explanations. Just watch youtube videos they are much better quality than this course.

L
Lakshmi26 September 2020

The course was awesome. Building real-time projects like this are my interests. Finally, I did this project and learned a lot of knowledge about the object detection.

V
Vamsi23 September 2020

Great Project to work on. Recommended for everyone who are passionate about building Computer Vision Projects.

N
Nukala19 September 2020

This project has boosted me to do more and also created an enthusiasm for doing different projects, looking forward to doing more projects. Thank you to the instructor ,very clear explanation for everything.



Coupons

StatusDateDiscount
Expired12/19/2020100% OFF
Expired2/17/202150% OFF

3498426

Udemy ID

9/14/2020

Course created date

9/26/2020

Course Indexed date
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