25 Jul 2025

Effectively managing massive images requires CDN or cloud storage to improve performance and scalability; 2. Optimize file structure through reasonable naming rules and directory storage; 3. Use PHP to automatically compress and convert it into efficient formats such as WebP to reduce volume; 4. Combine front-end responsive images and lazy loading technology to improve loading speed; 5. Realize signature URL anti-theft chain and upload security verification to prevent malicious files, thereby building a safe and efficient picture system to support commercial monetization.

23 Jul 2025

PHP integrated AI image processing requires the help of a third-party API or local model, which cannot be directly implemented; 2. Use ready-made services such as Google CloudVision API to quickly realize facial recognition, object detection and other functions. The advantages are fast development and strong functions. The disadvantages are that they need to pay, rely on the network and have data security risks; 3. Deploy local AI models through PHP image library such as Imagick or GD combined with TensorFlowLite or ONNXRuntime. It can be customized, the data is safer, and the cost is low, but the development is difficult and requires AI knowledge; 4. Mixed solutions can combine the advantages of API and local model, such as using API for detection and beautification of local models; 5. Selecting AI image processing API should be comprehensive

25 Jul 2025

To use PHP to implement AI image style conversion, you need to follow the following steps: 1. Select a suitable AI model, such as CycleGAN or StyleTransfer, and you can use the trained model or train it yourself; 2. Deploy the model to the server, such as TensorFlowServing or TorchServe; 3. PHP calls the AI model and execute it through shell_exec or Symfony/Process components; 4. Use GD library or Imagick extension to perform image preprocessing; 5. Color adjustment, sharpening and other post-processing of the conversion results; 6. Display the results through HTML, CSS, and JavaScript. PHP acts as a bridge and is responsible for connecting

11 Mar 2025

This article will guide you to create a simple picture carousel using the jQuery library. We will use the bxSlider library, which is built on jQuery and provides many configuration options to set up the carousel. Nowadays, picture carousel has become a must-have feature on the website - one picture is better than a thousand words! After deciding to use the picture carousel, the next question is how to create it. First, you need to collect high-quality, high-resolution pictures. Next, you need to create a picture carousel using HTML and some JavaScript code. There are many libraries on the web that can help you create carousels in different ways. We will use the open source bxSlider library. The bxSlider library supports responsive design, so the carousel built with this library can be adapted to any

03 Mar 2025

TN3 Gallery: A powerful custom image library based on HTML5 TN3 Gallery is a new HTML5 image library developed using jQuery, which is highly customizable. I know you might be thinking: "Another picture library plugin?" But TN3 is by no means an ordinary picture library! It represents a new generation of the photo gallery, here are the reasons why you should use it as your preferred photo gallery. TN3 Gallery demo features: Amazing loading speed Advanced Album View: Full Screen Mode is amazing! Movie-level image transition effect A wide variety of user-friendly skins to choose from Professional look and feel Fully customization via TN3 API Load your gallery using XML

01 Apr 2025

Using OpenCV-Python to identify the keyboard in the picture and locate the key coordinates. The camera takes the keyboard. How to use the OpenCV-Python library to identify the keyboard and...