How To Spot An AI-Generated Video

Whether you’re a freelancer, a content creator, or a startup, when performing in the digital world, it is important to educate yourself on all the different tools and platforms you can use to ensure you create a good online presence.

The best way to do so is to market yourself the internet- with social media, especially. Now, many people may not have time to physically go and create content every single day, and for smaller and lower budgets, it’s not as feasible to hire a team to do so for you. This is where AI comes in handy.

Below are examples of AI video generation tools that many make use of, and then we will cover safe use, and dangers of misuse, when creating with these tools:
 

Examples Of AI-Video Generation Tools

HeyGen

HeyGen delivers seamless AI-powered video creation with realistic avatars and voices. Effortlessly produce studio-quality videos for various purposes, from sales outreach to content marketing and beyond. With over 100 AI avatars, premium voices in 40+ languages, and easy-to-use templates, HeyGen caters to both professionals and beginners.

Synthesia

Synthesia allows you to effortlessly turn your text into captivating videos. There are AI avatars and voiceovers in 120+ languages to choose from for studio-quality content. Trusted by over 50,000 companies worldwide, Synthesia caters to various use cases, from training videos to marketing content.

VEED

VEED is a top-tier AI video generator that seamlessly transforms concepts into professional videos with AI avatars, text-to-speech, and a stock media library with many items to use. Enjoy the ease of creating content swiftly, whether using your footage or leveraging VEED’s diverse features.

There are animated human-like AI avatars to pick from, you can generate voiceovers instantly, and access royalty-free stock audio and video clips. The AI script generator streamlines script creation, making VEED a cutting-edge AI video editor with versatile tools for effortless content creation.

Invideo AI

Invideo AI simplifies video creation with its user-friendly AI video generator. Transform text inputs into professional videos effortlessly – no learning curve required.

This fully AI-powered tool offers unique, informative, and entertaining videos tailored to your audience. Edit videos using a simple text prompt, avoiding the need to face the camera or microphone. With features like AI-powered scripts, affordable voiceovers, and real-time collaboration, Invideo AI stands out as an accessible and efficient choice for creating engaging videos. Choose from various plans to fit your needs, starting from a free trial.

Lumiere

Lumiere is a newly released text-to-video diffusion model from Google Research, allowing the creation of high-quality, realistic videos directly from text prompts. “With Lumiere, users can generate videos that showcase coherent and diverse motion, overcoming traditional challenges in video synthesis,” the creators explain.

This tool has a unique Space-Time U-Net architecture, producing videos at full-frame rate and low resolution. It supports a wide range of applications including image-to-video conversion, video inpainting, and stylised video generation. The creators highlight its societal impact, noting its potential for creative content generation while also acknowledging the risk of misuse.

The Dangers Of AI Video Generation

 
On the aspect of misuse, over the past few weeks, especially, we have seen a surge on the topic of deepfakes, especially with events such a elections coming up. When it comes to digital content, it may become harder and harder to differentiate between authentic and AI-generated. This is true with:

• Text
• Images
• Videos

How Can You Spot AI Generated Videos?

With AI becoming more accessible, we will will start to see more deepfake videos and content as a whole. When it comes to video content, there are a few ways to spot out an AI video:

Reverse Image Search:

Conduct a reverse image search to see if the video or parts of it have been used elsewhere, which can help in identifying AI manipulations.

Unusual Movements or Expressions:

AI-generated videos may portray overly smooth or rigid movements, missing the natural fluidity of real human actions. Pay attention to the way people in the video move; if something feels off, it could be AI.

Mismatched Audio and Video:

In genuine videos, the audio aligns perfectly with the speaker’s mouth movements. AI videos, however, can display a mismatch between audio and visual elements.

AI-Generated Content Labels:

Like YouTube has recently announced, creators who generate their videos using AI would need to work with the platform to label it as such. TikTok has already been doing so for a while, and soon, we will start to see it on most social platforms. This will help viewers differentiate between real and AI-generated, and provides a transparent way to do so.

Changes in the Scene:

Objects might appear or disappear out of nowhere, or the background might suddenly change without reason. These sudden changes are common in AI-generated videos.

AI-Video Detection Tools:

 
Many tools are available online, in order to upload the content and determine for you whether or not the video was AI-Generated. Below are a few examples of such tools that could help:

Deepfake Detector

This tool combats AI misinformation by identifying whether audio or video content is a deepfake, protecting users from deceit in critical areas like media reporting and legal proceedings. It provides a step-by-step process for users to verify the authenticity of their files, offering peace of mind in an era where deepfakes can spread misleading information.

DuckDuckGoose

Specialised in fast and accurate deepfake detection, this software offers up to 99% accuracy and comprehensive deepfake detection capabilities. It stands out for its speed, customisable API, and ability to provide explainable results, making it a solid choice for safeguarding against manipulated content.

BioID Deepfake Detection

BioID focuses on securing digital identity verification processes from fraud. It employs sophisticated AI algorithms to differentiate between genuine and AI-manipulated faces, ensuring a high level of security against identity spoofing in digital interactions.