YOLO: Automatic License Plate Detection & Extract text App

Learn how to build a YOLO Automatic License Plate Detection and Text Extraction App with this free course! This comprehensive course covers everything from image processing and object detection to building a web application with Flask. You will learn how to label images for object detection, train a deep learning model using InceptionResNet V2 in TensorFlow 2, evaluate the model’s performance, and extract text from images using Pytesseract. This course also covers web development with Flask and includes all notebooks and py files for reference.

This course is completely free and is offered by platforms like Udemy, Udacity, Coursera, MasterClass, NearPeer, and others.

**Key Skills and Technologies:**

* Image Processing
* Object Detection
* Deep Learning
* TensorFlow 2
* InceptionResNet V2
* Optical Character Recognition (OCR)
* Pytesseract
* Flask
* Web App Development
* Python

**This course will teach you:**

* How to build a project in Python
* How to label images for object detection
* How to train an object detection model with InceptionResNet V2 in TensorFlow 2
* How to evaluate the model’s performance
* How to use Optical Character Recognition with Pytesseract
* How to build a Flask API
* How to develop a Flask web application using HTML and Bootstrap
* How to train a YOLO model with custom data
* How to develop a web application and integrate a YOLO model

This free course is a great opportunity to learn how to build a practical and valuable application that has real-world applications. Sign up today and start learning!