Streamlit Python/React for Image Annotation

Data annotation is important step in ML model training process. With data annotation tool you can build a dataset and use it to train or finetune the model. There are Streamlit components available to draw on top of images using canvas. In this video I explain how to use these components. How to run them locally to be able to add changes based on your own functionality requirements.

 

Streamlit Python App Setup

I explain my experience setting up the new Streamlit app for development. I share several best practices and hints on how to make application code readable and maintainable. I talk about the development process with Streamlit and why it is a good choice to build UI for new products.

 

Django Python with Oracle JET UI Table

Oracle JET provides a large set of UI components for enterprise apps. I explain how you can display data from Django with Oracle JET table. Data is injected into Django HTML template on the server side and later consumed by JET UI component.

 

HTMX: Events and Triggers - Django CRUD, part 5

Refreshing dependent fragments with data is a very common use case in enterprise applications. In this example, data is changed in editable form. If data is saved to DB successfully through Django backend, we raise HTMX event and with HTMX trigger refresh dependent readonly table to display the latest data.

 

HTMX: Saving Form Changes - Django CRUD, part 4

I explain how to run POST request through HTMX attribute on HTML form tag to save form changes to the backend. You will see how to report validation errors through HTMX response.

 

HTMX: Fetch Edit Form Data - Django CRUD, part 3

HTMX makes it possible to call the backend from HTML without JavaScript. You can add HTMX attribute to HTML tag, for example, button, and call backend endpoint. HTMX can process HTML fragment response and inject it into the Web page. This allows achieving partial page refresh, without full page reload.

Python Django Model Form - Django CRUD, part 2

I explain how to generate UI in Django on top of Model Form. You can define Model Form with Django Model and inherit model attributes and constraints. Model Form makes it simple not only to render the form, but also control validation and data processing phases.