How to Stylize Real Video with Ai | Runway Gen 3 Tutorial

Hidden Space
15 Sept 202411:02

TLDRIn this tutorial, Serge Green guides viewers through the process of stylizing real videos with Runway Gen 3, a tool that offers creative opportunities for video editing. The video mode allows for style changes via text prompts, with results that can be customized using presets and the structure transformation value. Serge demonstrates how to use detailed prompts for predictable results and shows how to create and apply custom presets. The tutorial also covers handling dynamic movement and people in videos, and concludes with tips for enhancing video quality through upscaling and frame interpolation.

Takeaways

  • 🎨 Runway Gen 3 introduces a feature to stylize real videos using AI, offering new creative possibilities.
  • πŸ“Ή Users can change the style of a video by inputting a text prompt, with the potential for future updates to include reference images.
  • πŸš€ The video mode allows for clips between 5-10 seconds in 16x9 HD 720p format, with a maximum file size of 64 MB.
  • πŸ“ Detailed prompts are encouraged for more predictable and precise results in video stylization.
  • πŸ”§ Custom presets can be created to streamline the video stylization process, with adjustable generative model strength.
  • 🌐 The generative model can alter small details in a video, such as removing people or changing objects, which may not be fully controllable.
  • 🎭 Experimenting with different presets like impressionism, 8-bit graphics, and cyberpunk can yield a variety of stylized video effects.
  • πŸ‘₯ Handling dynamic movement and groups of people in videos presents challenges, but Runway Gen 3 can still produce impressive results.
  • πŸ”— The video-to-video mode can be enhanced by upscaling and frame interpolation for higher quality outputs.
  • πŸ’¬ The tutorial encourages users to experiment with different prompts and settings to achieve the desired video stylization.

Q & A

  • What is the main topic of the tutorial presented by Serge Green?

    -The main topic of the tutorial is how to stylize real videos using Runway Gen 3, which is a feature that Serge has been eagerly anticipating for its creative and storytelling potential.

  • What are the video format requirements for Runway Gen 3's video-to-video mode?

    -For Runway Gen 3's video-to-video mode, the video clips should be between 5 and 10 seconds long, in 16x9 HD 720p format. The maximum file size allowed is 64 MB.

  • How does the text prompt feature work in Runway Gen 3's video mode?

    -In Runway Gen 3's video mode, the text prompt feature allows users to change the style of the original video by describing the scene and style using a text prompt. The more detailed the prompt, the more predictable the result.

  • What is a custom preset in Runway Gen 3 and how does it optimize the process?

    -A custom preset in Runway Gen 3 is a pre-defined style setting that users can create to save time and streamline the process of stylizing videos. It allows users to apply a specific style quickly without having to re-enter the style description each time.

  • What is the structure transformation value in Runway Gen 3 and how does it affect the results?

    -The structure transformation value in Runway Gen 3 ranges from 0 to 1 and is used to adjust the strength of the generative model's effect on the video. A higher value results in more abstract results, while a lower value makes the results more aligned with the original video.

  • What are some of the challenges Serge Green encountered while using Runway Gen 3 on dynamic videos?

    -Serge Green encountered challenges such as instability in results, changes in small details like people and objects, and the generative model's inability to fully control certain aspects like facial contours and dynamic body movements.

  • How does Runway Gen 3 handle text in videos, according to Serge Green's tutorial?

    -Runway Gen 3's handling of text in videos is still a work in progress and not perfect, but Serge Green appreciates how it maintains stability and natural movement throughout the stylized video.

  • What are the recommended values for the structure transformation setting for the best results, as suggested by Serge Green?

    -Serge Green recommends sticking to mid-range values between 0.5 and 0.7 for the structure transformation setting for the best results in Runway Gen 3.

  • What additional steps does Serge Green take to enhance the final video results?

    -To enhance the final video results, Serge Green upscales the video to full HD or 4K and increases the frame rate from 24 to 30 using Topaz Video AI.

  • What is the potential application of Runway Gen 3's video-to-video mode according to Serge Green?

    -Serge Green suggests that Runway Gen 3's video-to-video mode has a wide range of potential applications, including in service and entertainment industries, games, filmmaking, art, self-expression, and for fun.

Outlines

00:00

🎨 Stylizing Real Videos with Runway Gen 3

Serge Green introduces a tutorial on how to stylize real videos using Runway Gen 3, a feature he has been eagerly anticipating. This tool offers vast creative opportunities and storytelling avenues, particularly in creating dynamic AI videos. The tutorial walks through the step-by-step process of understanding and utilizing the video mode in Runway, which is user-friendly and flexible. It covers the ability to change video styles via text prompts, the creation of video clips between 5-10 seconds in 16x9 HD 720p format, and the importance of detailed prompts for more predictable results. Serge also discusses the creation of custom presets and adjusting the generative model's effect strength using the structure transformation value. The tutorial then transitions into a practical demonstration within the Runway web application, where Serge uploads a video and explores the example prompts provided by the Runway team. He emphasizes the importance of detailed scene descriptions for generating non-abstract results and demonstrates the effect of different structure transformation values on the video output. The tutorial concludes with a recommendation for mid-range values for the best results and a showcase of various stylized videos.

05:02

🌟 Experimenting with Dynamic Movement and Styles

The second paragraph delves into experimenting with dynamic movement and different styles using Runway Gen 3. Serge challenges the tool by applying various presets to a video of a girl dancing in street style, noting the preservation of movements and the introduction of animations on the floor. He then discusses the application of custom surrealistic, pop art, and glass styles to a video of a girl with shopping bags, highlighting how Runway handles text and the changes in character details. The tutorial also explores the stylization of a group of people, particularly a family preparing for meditation, and the challenges faced with intertwined hands. Serge emphasizes the importance of including a basic scene description to avoid errors and showcases the results of applying several custom styles from his collection. He acknowledges the current limitations of generative models in capturing natural dynamic movements and emotions but remains optimistic about the potential of video-to-video mode. The paragraph concludes with a discussion on enhancing video quality through upscaling and frame interpolation, using Topaz Video AI, and a sneak peek at the final results.

10:06

πŸ“’ Wrapping Up the Tutorial

In the final paragraph, Serge wraps up the tutorial by thanking viewers for watching and inviting them to share their thoughts in the comments. He expresses that feedback is crucial for his motivation and development. He also encourages viewers to explore his other videos for more engaging and informative content. The paragraph serves as a closing note, summarizing the tutorial's purpose and the creator's intent to continue providing valuable content.

Mindmap

Keywords

πŸ’‘Stylize

To stylize in the context of the video refers to the process of applying a particular artistic style to a video, transforming its visual appearance. In the tutorial, stylizing real videos is achieved using Runway Gen 3, which allows for creative transformations of video content. For example, the script mentions changing the style of the original video using a text prompt, which could result in a video clip with an 'impressionist' or 'cyberpunk' style.

πŸ’‘Runway Gen 3

Runway Gen 3 is the third generation of the Runway software, a platform for creating AI-generated videos. The video tutorial focuses on using this tool to stylize real videos, indicating that it has advanced features that were not available in previous versions. The script highlights that it allows for dynamic AI video creation and the use of detailed prompts to achieve more predictable results.

πŸ’‘Video to Video Mode

This mode in Runway Gen 3 enables users to change the style of an original video by using text prompts, which is a key feature discussed in the tutorial. The script explains that this mode is user-friendly and allows for the creation of video clips with specific styles, demonstrating its application by generating videos with different artistic styles.

πŸ’‘Text Prompt

A text prompt in this context is a descriptive input that guides the AI in generating a particular style or mood for the video. The script emphasizes the importance of detailed prompts, stating that the more precise the prompt, the more predictable the video's stylization outcome will be. For instance, the tutorial provides examples of text prompts that include both general descriptions and specific style details.

πŸ’‘Custom Presets

Custom presets in Runway Gen 3 are pre-defined settings that users can create to streamline the video stylization process. The script mentions creating custom presets to optimize the process, such as an 'impressionism' preset, which saves time and allows for quick generation of videos in a specific style without needing to re-enter the entire prompt each time.

πŸ’‘Structure Transformation

The structure transformation value is a feature in Runway Gen 3 that allows users to adjust the strength of the generative model's effect on the video. The script explains that this value can range from 0 to 1, with higher values leading to more abstract results. It is used to control the degree of stylization applied to the video, as demonstrated when the tutorial shows the effect of different structure transformation values on the final video output.

πŸ’‘Generative Model

A generative model in the context of the video is an AI algorithm that creates new content based on existing data. The script discusses how the generative model in Runway Gen 3 can be influenced by the structure transformation value and how it handles different levels of detail in the video content. It also notes that small details like people and objects may not be fully controllable with the current model.

πŸ’‘Dynamic AI Videos

Dynamic AI videos refer to videos that incorporate movement and change over time, as opposed to static images. The tutorial explores the capabilities of Runway Gen 3 in handling dynamic content, such as a video of a girl dancing, and how the AI can stylize such videos while preserving the movement and action.

πŸ’‘Video Upscaling

Video upscaling is the process of increasing the resolution of a video, which can enhance its quality. The script mentions upscaling as a step in the video processing workflow, where the tutorial creator upscales the video to full HD or 4K after stylizing it. This is done to improve the visual appeal and professional quality of the final output.

πŸ’‘Frame Interpolation

Frame interpolation is a technique used to increase the frame rate of a video, which can make motion appear smoother. The script includes frame interpolation as part of the video enhancement process, where the frame rate is increased from 24 to 30 frames per second after upscaling, contributing to a more fluid and professional-looking video.

Highlights

Introduction to Runway Gen 3's video stylization feature by Serge Green.

Runway Gen 3 unlocks new opportunities for creativity and storytelling in video editing.

Video mode in Runway Gen 3 is easy to learn and flexible for various creative projects.

The ability to change video style using text prompts is a significant feature of Runway Gen 3.

Users can create video clips between 5 and 10 seconds long in 16x9 HD 720p format.

The maximum file size for video uploads is 64 MB.

Detailed prompts are favored in Runway Gen 3 for more predictable results.

Custom presets can be created to streamline the video stylization process.

The structure transformation value adjusts the effect of the generative model, ranging from 0 to 1.

A step-by-step guide on how to use Runway Gen 3's video stylization tools.

The generative video tab in the Runway web application is the starting point for video stylization.

Example text prompts provided by Runway demonstrate the structure for effective stylization.

Generating a video with default settings and exploring structure transformation extremes.

Recommendation to use mid-range values (0.5 to 0.7) for the structure transformation for the best results.

Observation that generative models may not fully control small details like people and water towers.

Creating custom presets like 'Impressionism' to save time and streamline the stylization process.

Experimenting with different styles like 8bit Graphics, Art Deco, Cyberpunk, and more.

The importance of detailed scene descriptions for generating more accurate stylized videos.

Challenges in stylizing videos with dynamic movement and people, such as a dancing girl.

Applying different presets like 'Street Art', 'Cyberpunk', and 'Steampunk' to a dynamic video.

Results show preserved movements but with some instability in the stylized videos.

The use of 'Pop Art' and 'Glass Style' presets on a video with a girl and shopping bags.

Observation that facial details and natural movements are well maintained in stylized videos.

Exploring stylization with a group of people and the challenges of intertwined hands in videos.

Applying custom styles to a family meditation video and the results of different stylizations.

The potential of Runway Gen 3's video stylization tool across various industries and creative fields.

Enhancing video results through upscaling and frame interpolation using Topaz Video AI.

Final thoughts on the value and quality of results achievable with Runway Gen 3's video stylization.

Encouragement for viewers to experiment with Runway Gen 3 and share their feedback.