The font library has expanded due to the use of AI. Now you can independently develop the desired font for one-time use. Programs offer style options, create letters of different sizes, objects in 3-D format, add visual effects, shadows, shades. Such online font generators in a neural network work on the basis of artificial intelligence. Services create logos, inscriptions, images with the addition of letters in an original style.
What is it?
A font generator is a program or online service that uses neural networks to create unique objects based on specified parameters and samples. Tools can create images with certain style characteristics
Features:
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Training on large data sets. AI services are trained on extensive collections, typographic samples. Neural networks analyze different types of graphic objects.
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Individualization. The user has the ability to set different parameters for generation: style, size, additional settings.
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Intuitive interface. Modern AIs offer users interfaces with visual tools. This allows you to interact with the program and get instant results.
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Cross-platform. Many of the platforms are cloud-based, which allows them to be used on different devices without installing additional software.
Operating principle
AI systems generate content, can create simple inscriptions and complex graphic objects. The operating principle is simple, and their use does not require special skills and knowledge.
The neural network is replenished with new font samples, and is constantly learning. The following are created:
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Base. First, an extensive collection of styles and characteristics is collected.
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Data analysis. Objects are analyzed to identify key characteristics - letter shape, line thickness, spacing between characters, and other parameters.
Based on the collected information, the model is trained:
- Selecting the neural network architecture. Recurrent (RNN) and convolutional neural networks (CNN) or more modern transformers are used.
- Data processing. Algorithms process input data, identifying patterns and dependencies between different characteristics. This process allows the model to understand how letters are created and how their shapes change depending on the style.
- Improving quality. The service receives feedback on the quality of the generated objects and adjusts the algorithms.
The generation process includes the following stages:
- Entering key parameters. The user can set different parameters - style (designer, handwritten, geometric, etc.), size, slope and other characteristics.
- Creation. Based on the entered data, the neural network begins the generation process. It uses knowledge to combine and change the shapes of letters.
- Instant visualization. Since many generators work in real time, the user can immediately see the results of the settings, making changes, getting new options.
- Correction and refinement. The generated font can undergo post-processing stages, where fine details, alignment, and letter spacing are taken into account.
The AI generator has a simple application: to create the required image, just enter a request. The service can give several options, among which you can choose the right one. AI programs are suitable for developing fonts from scratch or for refining graphic objects, logos.
