Doing the same tasks repeatedly across different projects can drain your time and focus—one of the biggest pain points when working with Python automation. Code that should run in seconds…

Taking the training of a flame detection model as an example, this tutorial explains the entire process in detail, covering dataset preparation, image annotation, and model training. Dataset Preparation & Annotation Dataset…

What exactly can AI vision do? AI vision technology shines in numerous fields, such as: YOLO: The “Bright Star” of Object Detection As a core field of AI vision, object…

In daily work, we often use tasks that need to be executed periodically. One way is to use the crond that comes with the Linux system combined with the command…

I. Markdown Documents Essentially, a Markdown document is: a tree structure (Block level) + inline structure (Inline level). Block-level elements (structure): Inline-level elements (appear within a line): Patterns in .md file…

As a Python user, I use Excel files to load/store data because business people like to share data in Excel or CSV formats. Unfortunately, Python is particularly slow when processing…

In this article, I’ll introduce some simple methods that can improve the speed of Python for loops by 1.3 to 900 times. Python has a built-in utility called the timeit module. In…

Matplotlib is the most commonly used visualization library in Python. It provides a series of plotting functions that can easily create various types of charts. Libraries such as Proplot, Plotly,…

Introduction In the previous session, we discussed how Pandas can conveniently read and store table-type files to enable interaction between local storage and Python. However, in many scenarios, the data…

In the previous session, we discussed how Pandas can conveniently handle time series data (seems like a distant memory now). Without further ado, let’s continue by looking at reading and…