This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation:AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: TextAfter Generative Adversarial Networks (GANs) were introduced by Ian Goodfellow in 2014, a … [Read more...] about New Ways To Leverage AI Image Synthesis For Marketing & Advertising Content
Content Generation
Novel AI Methods For Video Generation for Marketing & Advertising
This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation:AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: TextAI algorithms can significantly increase the efficiency of the original content generation … [Read more...] about Novel AI Methods For Video Generation for Marketing & Advertising
AI Approaches For Text Generation In Marketing & Advertising Use Cases
This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation:AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: TextCan AI help you write high converting copy for your advertising and marketing … [Read more...] about AI Approaches For Text Generation In Marketing & Advertising Use Cases
Generating Synthetic Sequential Data Using GANs
Sequential data — data that has time dependency — is very common in business, ranging from credit card transactions to medical healthcare records to stock market prices. But privacy regulations limit and dramatically slow-down access to useful data, essential to research and development. This creates a demand for highly representative, yet fully private, synthetic sequential … [Read more...] about Generating Synthetic Sequential Data Using GANs
8 AI Companies Generating Creative Advertising Content
AI Models Generated by Rosebud AIAfter the introduction of Generative Adversarial Networks (GANs) in 2014, a whole new era for AI image synthesis began. The latest GAN architectures can generate high-resolution, realistic, and colorful images that are almost impossible to distinguish from the real photographs. So, why spend time on exhausting and expensive photoshoots and … [Read more...] about 8 AI Companies Generating Creative Advertising Content
Generating New Faces With Variational Autoencoders
IntroductionDeep generative models are gaining tremendous popularity, both in the industry as well as academic research. The idea of a computer program generating new human faces or new animals can be quite exciting. Deep generative models take a slightly different approach compared to supervised learning which we shall discuss very soon.This tutorial covers the basics … [Read more...] about Generating New Faces With Variational Autoencoders
4 Cutting-Edge AI Techniques for Video Generation
It is no secret that algorithms today can generate very realistic deepfakes - images or videos that are totally fake but very hard to distinguish from the real ones.You can make Mark Zuckerberg talking about “one man with total control of billions of people stolen data” and the suspicion will come only because Mark is not likely to say these exact words while the video … [Read more...] about 4 Cutting-Edge AI Techniques for Video Generation
OpenAI’s GPT-2: Results, Hype, and Controversies
The nonprofit AI research company, OpenAI, recently released a new language model, called GPT-2, which is capable of generating realistic texts in a wide range of styles. In fact, the company stated that the model is so good at automatic text generation that it can be used for nefarious purposes; therefore, it did not publicize the trained model.The dangerous-to-release … [Read more...] about OpenAI’s GPT-2: Results, Hype, and Controversies
How to Create a Fake Video of a Real Person
Recent advances in artificial intelligence have made creating convincing fake videos, or deepfakes, of real people possible. While the ethical implications and the creative capabilities of this amazing technology are only beginning to be explored, there are growing concerns that this technology could be used maliciously to ruin reputations and cause extensive damages.Can … [Read more...] about How to Create a Fake Video of a Real Person
An In-Depth Guide To Generative Adversarial Networks (GANs)
Generative Adversarial Networks are a powerful class of neural networks with remarkable applications. They essentially consist of a system of two neural networks — the Generator and the Discriminator — dueling each other.Given a set of target samples, the Generator tries to produce samples that … [Read more...] about An In-Depth Guide To Generative Adversarial Networks (GANs)