Object Detection Web App with TensorFlow, OpenCV and Flask
Build an Object Detection Model from Scratch using Deep Learning and Transfer Learning
4.05 (355 reviews)
52,352
students
1 hour
content
Jan 2021
last update
$19.99
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
Why take this course?
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
Reviews
Francesco
October 19, 2023
Corso vecchio e datato che spiega solo come importare un modello di object detection già addestrato in una WebApp Flask. Non mostra neanche le funzioni di utilità usate per importare e visualizzare i dati, ne tantomeno descrive la creazione dell'interfaccia web e il binding con le funzioni python.
Jesús
March 15, 2023
que mal que no tenga subtítulos en español o portugués. de tal manera que sea fácil poder entender lo que esta tratando de decir.
Kutalmis
November 26, 2021
No opencv, no transfer learning, no training with tf. course just deploys a pre-trained network in tf as a flask application.
Maaz
September 1, 2021
This content of the course is exactly what I wish for.
explaining each and everything and dictate the student line by line is the best part of the course.
Some recommendations that I want to share for that might improve things in long terms:
1. add subtitles so student will get the point if he face problem.
2. Try to improve the accent, I am asian guy and because of same accent I get instructors words but this might create problem for western like region students.
Thanks
Harshal
February 20, 2021
Want More explanation about all python important Module.
Good course, Waiting for the more amazing course.
Ogunjinmi
December 29, 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.
Jacob
December 19, 2020
I loved the whole course from the instructor, clear English and good mastery of speech.
-Thank you Udemy
Pero
December 19, 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.
Lakshmi
September 26, 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.
Vamsi
September 23, 2020
Great Project to work on. Recommended for everyone who are passionate about building Computer Vision Projects.
Nukala
September 19, 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.
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Related Topics
3498426
udemy ID
9/14/2020
course created date
9/26/2020
course indexed date
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