Find out How Neural Network Simplifies Your Work
The concept of artificial intelligence began to take shape in the last century, with the goal of automating processes and assigning routine tasks to computers that humans once handled. Over time, AI theory made its way into cinema, portraying machines as vastly superior to humans, capable of complex calculations and even self-programming. But how close are we to turning that fiction into reality? In today’s article, we’ll explore some of the most popular neural networks currently in use.
Photo and image processing
Photos taken after filming often require careful editing to remove imperfections, fix blurriness, or enhance clarity. To correct defects, you can use one of several online services.
Vance AI is an online neural network that functions like a graphic editor, with the key difference being that artificial intelligence handles all the tasks. What can it do? It can retouch photos, remove backgrounds, enlarge images, colorize black-and-white photos, and apply a variety of filters. While registration is required, you can try it once for free without creating an account.
2. BgEraser
BgEraser removes selected objects from photos. The neural network fills in the background where the object was removed, ensuring a natural look.
3. Waifu2x
Developed by a Japanese team, Waifu2x was originally designed for enhancing hand-drawn animation but is also effective for photo editing. What can it do?
Noise reduction: Sharpens blurred areas, adding more detail to the image.
Magnification: Enlarges photos by 1.6x, 2x, or 4x.
Conversion: Allows saving images in PNG or WebP formats.
Language support: Offers multiple languages
Creating Illustrations with Neural Networks
Modern neural networks can do more than just edit photos—they can create illustrations from scratch, including artwork, anime-style characters, and even combining two images. Let’s look at some sites that use AI to generate artistic creations.
Dream generates art based on descriptions. Simply enter your prompt and click the "Create" button, and the algorithm will generate an illustration. The results are often impressive, and if you're not satisfied with the current drawing, you can have the AI redraw it by clicking "Create" again.
2. QQ World
This AI specializes in drawing anime characters. Just upload a photo, and the neural network will process it, offering a great chance to see yourself in a Japanese cartoon style.
MidJourney generates artwork and is accessible through Discord. To use it, create a Discord account, visit the MidJourney website, and click “Join the Beta.” This will invite you to their Discord server. After completing the captcha, you'll land on the main page of the MidJourney neural network. To start, select a room from the list on the left.
Once inside, you’ll see a chat where users are constantly generating illustrations. To create your own, type the command “/imagine” followed by your prompt. After submitting, the AI will generate an image based on your description and display the result.
Neural Networks for Text Generation
Channel and community owners often need to regularly create content, such as video descriptions and posts. Let's explore some neural networks that can help generate text based on keywords.
1. GPT Chat
Developed by OpenAI, GPT (Generative Pre-trained Transformer) is a state-of-the-art AI model designed for natural language processing. It can generate human-like text for a variety of purposes, including chatbot responses, language translation, and more.
ChatGPT has been trained on vast amounts of text data, totaling 570 GB from sources like books, web texts, Wikipedia, and online articles. With over 300 billion words fed into the system, the model uses probability to predict and generate the next word in a sentence, making it an incredibly powerful tool for text generation.
Resources for Automated Code Writing
When working on a large project, having an assistant can be invaluable. Here are some popular AI-powered tools that can significantly speed up development, potentially by 50%.
1. AlphaCode
AlphaCode demonstrates how artificial intelligence can write code automatically, producing code quality comparable to that of an average programmer.
2. Tabnine
Tabnine is a code auto-completion plugin powered by machine learning. It analyzes GitHub files to suggest better ways to complete your code as you write.
3. Copilot
Developed by GitHub, Copilot acts as a programming assistant. It can write simple code based on the programmer's comments and even translate code between different languages. Powered by machine learning, Copilot has been trained on GitHub repositories. However, it's worth noting that Copilot struggles with more complex projects and may produce problematic code.
In conclusion
Artificial intelligence has advanced significantly, now capable of solving complex problems and delivering impressive results—whether it's creating artwork, composing text from keywords, or aiding in programming and photo editing. By automating these tasks, AI helps the average user save time and avoid routine work. If you prefer not to work with these services, you can post a task on Insolvo, and our freelancers will handle everything for you.
Headings: Programming & Web
