Can Generative AI Create Videos?
Creating high-quality videos is a complex process that requires meticulous planning and execution. You’ll have to purchase or lease expensive videography equipment, including cameras, lighting, and microphones.
However, the emergence of generative artificial intelligence (AI) has changed this as it has eliminated the need to have a huge budget for video production. Generative AI is one of the latest trends and tools for the creative process and content production.
Generative AI tools are designed to help you create and edit videos for your social media content needs, marketing campaigns, or business. They’ve proven to be reliable tools to enhance the video creation process.
How Does Generative AI Create Videos?
As a content creator, you may be wondering how you can generate high-quality, professional videos without expensive film production equipment. One way to make videos with generative AI is through image-to-video AI art generators like NightCafe.
Generative AI produces videos through several creative processes, including generative adversarial networks (GANs) and variational autoencoders (VAEs), among others. Each of these techniques follows specific steps to generate the required video. Here's a simplified explanation of the main steps involved in the process:
AI Model Training Phase
Generative AI models need to be trained on several datasets that contain the information required to create realistic videos and images. For instance, if you’re animating a still image, you’ll have to train your AI model using the still images and related videos.
Start by feeding your AI model with a large dataset of images and videos. For instance, you can train it on a collection of images of faces, scenes, animals, people, and any other subject.
Understanding the Patterns
The generative AI model will internalize the shapes, features, and structures of the images in the dataset. It will also identify connections between the elements of the images and videos, including frames, objects, and movements.
Generating the Video
Once the training process is complete, the generative AI model will generate the first video. It will start with a random input (latent vector) and then use its acquired knowledge to develop frames that follow the input logically.
If you’re creating a video using text prompts, you’ll key in your text prompt and begin the video generation process. The text prompt describes the elements of your video in a way that the AI art generator can understand and follow when generating the video.
Refining and Improving the Output
The first output may not meet your quality standards and expectations, which is why it needs to be refined and improved. It’s also important to note that generative AI models improve the quality of their outputs over time.
Therefore, you should do a few experiments with your model before you generate the final video. Refine and enhance the generated videos iteratively until you get what you need.
Sometimes, you’ll need to apply additional methods like reinforcement training and evolutionary algorithms to improve the quality and individuality of the produced videos. Fortunately, generative AI models are easy to train and use to make realistic content.
Reviewing and Providing Feedback Loop
Occasionally, the final video is assessed by humans or algorithms, and feedback is given to continue training and enhancing the performance of the generative AI model.
Downloading the Video
Once you’re satisfied with the final output, download the video file onto your device. You can download it in MP4 file format with up to 4K resolution. The entire video generation process will take a few minutes, depending on the complexity of the video and the AI art generation tool you’re using.
Speaking of AI art generators, there’s a long list of tools to turn images into videos with AI. Ensure that the tool you choose is capable of creating superior videos that meet your content requirements and quality standards.
In Summary
If you follow these steps carefully, you’ll end up with an AI-generated video that resembles the style and content of your training dataset. However, the final output will be completely new and original.
The secret to generating great videos with generative AI is to choose the right AI art tool. NightCafe Creator is a reliable AI image and video generation that can be used for various tasks, including creating art and other forms of digital content for social media, business, and marketing activities!