Note The websites linked in the text are real websites that inspired the author to create this tool during the first COVID-19 lockdown. If you
Year: 2021
Building the app skeleton Deep-diving into NLP techniques Exams of IT IT Certification Exams Recap of our first web application Tokens and lemmas Utilizing predictions from ML
Original – Optimizing Streamlit Web App UX with Customization and UI Features
Original In the case of the Original voice, things are very easy since we don’t need sliders and values as in the case of Brightness
Building the app skeleton Deep-diving into NLP techniques Exams of IT IT Certification Exams Recap of our first web application Tokens and lemmas Utilizing predictions from ML
Understanding the benefits of pretrained ML models – Utilizing Pretrained Models to Create Specialized and Personalized Web Applications
Understanding the benefits of pretrained ML models In this short section, I will try to clarify why using pretrained ML models inside our web applications
Note Studying the several Python packages we are importing and using is outside the scope of this book; however, having a look at the cv2
Creating customized web apps to improve user experience Now, it’s time to complete our Covid-19 Detection Tool web application. So far, we have implemented several
The second and most important point is that the web application we just implemented is quite powerful since it performs several complex tasks, such as
In this way, we create a for loop that sleeps for 0.05 seconds and then activates the progress bar, extending it by 1 unit (the
Utilizing predictions from ML At this point, everything is ready. Now, to be able to perform predictions about Covid-19 from an X-ray image, we need
Consolidating cloud deployment skills Considering that we are at Chapter 11 of this book, we should be aware of the fact that implementing a web
Creating a GitHub repository Let’s log into GitHub with the same account we will be using later on to connect to Streamlit Cloud. Once on