Simple Operation Process (Three Steps) Step 1: Prepare Files and FoldersCreate a new folder, for example, named add_text_to_images. Place all the images you want to add text to into this folder. In this folder, create a new text file and rename it to add_text.py (note that the extension is .py). Your folder structure should now … Read more
Motivation: Because I wanted to quickly annotate text on images, AI provided me with a great solution, and processing with Python is the fastest. However, for a beginner with no programming background, it might be a bit daunting, which reignited my interest in learning Python. Problem: There are many screenshots, and I need to add … Read more
Google’s AI model, Nano Banana, is powerful, but many people believe it cannot be used in China due to network restrictions. Don’t worry! This article will detail three methods to smoothly use Nano Banana in China, with the recommended Lovart tool as an example, guiding you step by step on how to create ID photos, … Read more
💥💥💞💞Welcome to this blog❤️❤️💥💥 🏆Author’s Advantage: 🌞🌞🌞The blog content aims to be logically coherent and clear for the convenience of readers. ⛳️Motto: A journey of a hundred miles begins with a single step. ⛳️Gift to Readers 👨💻Conducting research involves a profound system of thought, requiring researchers to be logical and diligent, but effort alone is … Read more
🌠This work includes a complete runnableprogram, Chinese comments,and a program operation video 01 — 🔥Software version: matlab2024b ✨Test results are as follows: 02 — 🌐Source code acquisition method: 🌐Open the “Read the original text” link at the bottom left of the article After opening, search for the algorithm name/keyword as prompted. 03 — 🚀Algorithm Theory … Read more
Introduction 1. What is a Digital Image An image can be defined as a two-dimensional function f(x,y), where x and y are spatial (plane) coordinates, and the amplitude of f at any coordinate (x,y) is referred to as the brightness or grayscale of the image at that point. When the values of x, y, and … Read more
1. Introduction to Qwen Version of Universal Migration The Kontext Universal Migration has been upgraded to the Qwen Image Edit version, inheriting features such as one-click outfit and item changes, and an ultra-high card draw rate. It further enhances generation stability and detail performance, resulting in smoother effects and superior image quality, reaching commercial-grade standards, … Read more
Click the blue text Follow us Pengye Jiatu Technology September 19, 2025 Issue 4: In-Depth Analysis of the 2025 FPGA Competition Topic 2 Analysis Hello everyone, we are Pengye Jiatu Technology~ In this issue, we will bring you an analysis of the 2025 FPGA Innovation Design Competition Topic 2, with over 7000 words of detailed … Read more
The Python Pillow library is an image processing library that extends and updates the original PIL (Python Imaging Library). Open, View, and Save from PIL import Image with Image.open("./res/LenaRGB.bmp") as img: # size: width and height, e.g., (1920, 1080) # format: color mode, e.g., RGB, L (grayscale) # mode: image format, e.g., png, bmp print(img.size, … Read more
Image Smoothing Image smoothing (blurring the edges of an image through integration processes) The process of suppressing noise and improving image quality is called image smoothing or denoising. This can be performed in both the spatial domain and the frequency domain. Spatial filtering modifies the image by replacing the value of each pixel with a … Read more