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Using neural networks in traffic arbitrage

Posted: Tue Jan 21, 2025 10:24 am
by Maksudasm
They are used every time specialists launch campaigns on various platforms. Machine learning helps organizations optimize promotions, manage bids in advertising networks, and work with trackers. Many neural networks, which CPA networks and affiliates are equipped with, find low-quality traffic. In addition, they help fight fraud. Artificial intelligence is also used in gambling and poker tournaments.

Moderation

The ruDALL-E neural band database network is part of the Sberbank ecosystem. It can analyze images, generate images based on text descriptions, and improve quality. The platform is often used in traffic arbitrage to hide creatives from moderation. AI can retouch images so that neural networks moderating social networks do not find prohibited content.

Content generation

YaLM 100B is used by Yandex and helps develop product descriptions. The neural network does this based on 100 billion parameters. AI is also used to create unique content. For example, with the help of YaLM 100B, you can get a rewrite of the entire Wikipedia. Artificial intelligence is also used in Alice. It creates quick answers in the search, forms snippets. In addition, the neural network is involved in the support service.

AI YaLM 100B

The YaLM 100B AI is publicly available. Training this neural network requires 200 GB of video memory or 35 Nvidia 1060 cards. You must have at least 500 GB of free space. To use this neural network for business, it is better to choose the Linux OS. You will need to install Python and CUDA. It is worth considering that the installation process may take several hours. The AI ​​is controlled via the command line.

Other useful neural networks for arbitrage

Let's list the neural networks that simplify traffic arbitrage:

Traffink. AI analyzes the IP used for flooding and determines whether it needs to be replaced.

Segmentstream . AI analyzes an advertising campaign, identifies strengths and weaknesses, and generates recommendations. As a result, an organization can increase profitability and get more traffic.

Segmentstream

Uizard.io helps develop landing pages, generates code from a website prototype.

Clarifai identifies objects in a photograph.

Magic Eraser removes unnecessary elements from pictures.

TheInPaint removes watermarks.

Generated Photos creates faces of non-existent people. The neural network is used in the process of developing account avatars, documents for passing the ban on advertising activities in prohibited social networks.

Ostagram generates creatives from a number of images. AI also helps pass moderation using various illusions and special effects.