Neural networks: the best software to improve or create images and videos

 

Neural networks: the best software to improve or create images and videos

Every year, neural networks play an increasing role in the entertainment industry. With their help, art is drawn, photos are improved, videos are finalized and texts are written. Plus they are used to create new games and remasters of classics. If you wish, you can experiment with the capabilities of neural networks yourself. We have dedicated this guide to this topic.


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How neural networks draw images

Computer neural networks are called programs that analyze a user-specified request and respond to it in the form of an image, video, or text. Such work can be useful in a variety of areas: from filming to design and architecture. However, today absolutely every user can make a drawing or improve an existing image. The main thing is to choose a proven program and set requirements that match your wishes.


The neural network draws pictures. Programs and bots for creating images on demand

midjourney

  • Free: yes.
  • Online: yes.
  • Work format: generation from the text.
midjourney

We entered a variety of words and got the result. Moreover, some pictures corresponded to our wishes, while others seemed completely absurd. But if you look closely, it becomes clear why the neural network behaved the way it did.

Instructions for working with Midjourney:

  1. Sign up for Discord.
  2. Check out the Midjourney Discord channel.
  3. Open any "newbies-" text channel.
  4. Type "/imagine" and enter the keywords for your query. They must be entered in English.
In 10-15 seconds you will get the result. After you draw 25 arts, you will be offered to buy a paid subscription. But it is not necessary to do this - it is enough to register a new account in Discord.

Magic3D

  • Free: yes.
  • Online: no.
  • Work format: generation from text.
Magic3D

This program allows you to create 3D models based on your text requests. The project serves primarily to get acquainted with the capabilities of neural networks. In the future, we will certainly see the development of such technologies and the output will be more detailed 3D models. You can download the program here.

Dall-E 2

  • Free: yes (the number of image generations is limited).
  • Online: yes.
  • Work format: generation from text and photo.
Dall-E 2

One of the most famous neural networks at the moment. In September of this year, access to it was opened to all users from Europe and the United States.

Each image generation costs 1 credit. At the start, 50 pieces are available to each new user, and 15 more will be added every month.

Instead of text, you can add your own image and specify what exactly you want to do. You have the right to erase part of the picture or, conversely, to finish it. It is acceptable to add other elements to the drawing, for example, geometric shapes. Keep in mind, the higher the quality of the original image, the better the result of the neural network will be.

Deep Dream

  • Free: yes (low image quality), no (high image quality).
  • Online: yes.
  • Work format: photo generation.
Deep Dream

This project by Alexander Mordvintsev, a programmer from Google Research, appeared back in 2015. It allows you to create art based on the uploaded image. The choice is a simple image change or merging with another photo. You can get acquainted with this neural network on the official website after registration.

Artbreeder

  • Free: yes.
  • Online: yes.
  • Work format: photo generation.
Artbreeder

A more modern neural network that allows you to work with ready-made images. Judging by the reviews, this is the best choice if you need a portrait. After uploading a picture, you can adjust dozens of different settings - from skin and eye color to various emotions.

MAT Primer for Stable Diffusion

  • Free: yes.
  • Online: yes.
  • Format of work: generation by picture.
MAT Primer for Stable Diffusion

This program allows you to "finish" the image. You upload a picture, after which the neural network enlarges it to the specified size, similar to the original.


Improving photos and pictures with a neural network

Nero AI Image Upscaler

  • Free: yes.
  • Online: yes.
Nero AI Image Upscaler

A simple yet effective way to double your photo quality. To do this, just upload the frame to the official website. Unfortunately, you cannot set any specific parameters - everything happens automatically.

Let's Enhance

  • Free: yes (up to 100 generations), no (up to 500 generations).
  • Online: yes.
Let's Enhance

This neural network is more advanced than the previous one, because it improves the image quality up to 16 times. Plus, the program allows you to eliminate noise and correct color. You can process only 100 photos for free, you will have to pay extra for the best result.

Topaz Gigapixel AI

  • Free: no.
  • Online: no.
Topaz Gigapixel AI

This program is the most perfect at the moment. It works with all kinds of images and allows you to not only improve but also adjust hundreds of different parameters. Topaz Gigapixel AI is installed as a standalone program or add-on for Photoshop. The cost is $99.99. If you wish, you can download a free demo version on the official website.


Video enhancement with a neural network

Waifu2x

  • Free: yes.
  • Online: no.


A simple program that is suitable for beginners or those who are just starting to experiment with the possibilities of the neural network. It was originally intended to enhance images, but the new version allows you to edit videos. Its functionality is simple - it increases resolution and eliminates noise. You can download the program here.

Wisecut

  • Free: yes (limited version), no (full version).
  • Online: yes.


This program allows you to edit videos using text commands and voice control. In addition to image enhancement and various filters, it offers extensive options for changing the sound. In particular, you can make your voice or background music louder, and install and configure subtitles. Of the minuses of the program, one can note the high cost of $ 57.7 per month. There is also a free version, but its capabilities are noticeably limited.


The neural network creates a video. Programs for generating video on demand

magic video

  • Free: yes.
  • Online: no.
This program allows you to create videos based on your text requests. True, the resolution of the videos is not very high - only 256x265 pixels. However, for experiments with the capabilities of such neural networks, this is enough. More advanced versions of the program will surely appear in the future. You can download it here.

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