Deploy Django into Production with Kubernetes, Docker, & Github Actions. Complete Tutorial Series

Kubernetes is a tool to manage containers. This type of management is called orchestration because it does more than just manage the containers such as it will scale up and scale down resources as needed (among many other things). Since Kubernetes is a massive tool, we're going to be covering a practical implementation using a Docker-based Django application.

Django - Как написать функционал auto populate field

Использование функционала auto populate field на примере простого MarkdownField для генерирования html контента в обычный TextField при сохранении объекта в Django Framework

django-ninja 0.17.0

Вышло минорное обновление пакета django-ninja - пакета генерации документации API

- Алиасы полей теперь поддерживают точечный синтаксис переменных шаблона django;
- Улучшена работа с пагинацией;
- Добавлена поддержка типа Union в payload запроса.
- Добавленна команда для выгрузки OpenAPI схемы в файл.
- Теперь вы можете получить доступ к атрибутам экземпляра формы внутри схемы с помощью преобразователей

PyCharm 2021.3.2 Is Out

Torch Hub Series #6: Image Segmentation

In this tutorial, you will learn the concept behind Fully Convolutional Networks (FCNs) for segmentation. In addition, we will see how we can use Torch Hub to import a pre-trained FCN model and use it in our projects to get… The post Torch Hub Series #6: Image Segmentation appeared first on PyImageSearch.

Torch Hub Series #5: MiDaS — Model on Depth Estimation

Torch Hub Series #4: PGAN — Model on GAN

In this tutorial, you will learn the architectural details of Progressive GAN, which enable it to generate high-resolution images. In addition, we will see how we can use Torch Hub to import a pre-trained PGAN model and use it in our projects to generate high-quality images.

PyCharm 2021.3.1 Is Out!

Torch Hub Series #2: VGG and ResNet

In the previous tutorial, we learned the essence behind Torch Hub and its conception. Then, we published our model using the intricacies of Torch Hub and accessed it through the same. But, what happens when our work requires us to… The post Torch Hub Series #2: VGG and ResNet appeared first on PyImageSearch.

Torch Hub Series #1: Introduction to Torch Hub

In this tutorial, you will learn the basics of PyTorch’s Torch Hub.

GAN Training Challenges: DCGAN for Color Images

Simple multithreading in PyQt/PySide apps with QThreadPool.start()

QThreadPool.start() provides a simpler API for running Python functions using Qt's threadpool.

PyCharm 2021.3

OCR Passports with OpenCV and Tesseract

Using spellchecking to improve Tesseract OCR accuracy

django-db-retry - Django Database Retry

Adds database query retry functionality to the Django ORM in case of network issues / deadlocks.

Improving OCR Results with Basic Image Processing

PyQt6 Introduction to the QGraphics framework

U-Net: Training Image Segmentation Models in PyTorch

Schemathesis 3.11 for Workgroups

From this release, due to performance improvements, it is actually possible to use CLI to test huge schemas (a few thousand endpoints) without OOM or waiting a few minutes for tests to start.