Object Detection Web App with TensorFlow, OpenCV and Flask
What you'll 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
Requirements
- Beginner Knowledge of Python
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
Who this course is for:
- Beginners who are curious about Object Detection
- Beginners who are curious about Computer Vision
- Python Developers
- Computer Vision enthusiasts
Instructor
- 3.8 Instructor Rating
- 5,773 Reviews
- 218,849 Students
- 10 Courses
Yaswanth Sai Palaghat is a Content Creator, Digital Marketing Expert, Author, and Career Coach with a passion for helping others achieve success in their careers.
With a wealth of experience in exploring multiple careers & technologies, he has a deep understanding of the challenges and obstacles that young people face in their careers.
Through his writing and social media content, he hopes to inspire and empower others to pursue their dreams and achieve their full potential.