Create Cinematic AI Videos with Runway Gen-2

Curious Refuge
31 Jul 202311:02

TLDRIn this video, Caleb from Curious Refuge demonstrates how to enhance the quality of AI-generated videos using Runway Gen 2 and Topaz Video AI. He explains that while Runway is capable of creating dynamic videos from still images, the native resolution and smoothness can be improved. Caleb advises disabling the 'Interpolate' and 'Upscale' options in Runway to avoid algorithmic limitations and instead uses Topaz Video AI for superior frame interpolation and upscaling to 4K resolution. He also recommends the Apollo AI model for enhancement and ProRes 422 as the codec for higher quality output. The video emphasizes the importance of human creativity in the process, positioning AI as a tool to elevate, not replace, the filmmaker's role. Caleb invites viewers to share their creations and check out their AI filmmaking course for further insights.


  • 🎬 **Maximizing Quality with Runway Gen 2**: The video discusses techniques to enhance the resolution and quality of videos generated by Runway Gen 2.
  • πŸš€ **Starting with an Image**: The process begins with selecting an image, which can be from tools like Mid-Journey or a personal computer, to serve as the first frame for video generation.
  • πŸ”§ **Settings and Technical Tweaks**: It's important to adjust settings such as deselecting the 'Interpolate' and 'Upscale' options within Runway for better results.
  • πŸ’‘ **Batch Processing**: You can delete and select different images to generate multiple videos simultaneously without waiting for each to finish.
  • 🎨 **Creative Vision**: The entire process is about injecting personal creative taste and direction into the project, rather than being replaced by AI.
  • πŸ›΄ **Example Scenes**: The video provides examples using a motorcycle and astronaut scene to demonstrate the results and workflow.
  • πŸ“ˆ **Improving Video Quality**: The original video quality from Runway is compared to a gift, and the tutorial aims to make it more professional-looking.
  • 🌟 **Topaz Video AI**: A tool called Topaz Video AI is introduced to improve the video quality by analyzing and interpolating frames for smoother animations.
  • πŸ“Š **Frame Rate and Resolution**: The video explains that Runway's 24 frames per second is actually 8 frames shown three times each, and how to correct this in Topaz Video AI.
  • πŸ” **AI Models and Enhancements**: The video recommends using the Apollo AI model in Topaz Video AI for the best results and discusses enhancement settings.
  • πŸ“š **AI Filmmaking Course**: Caleb mentions an AI filmmaking course offered at Curious Refuge to further empower filmmakers with AI tools.
  • πŸ“˜ **Final Thoughts**: The video concludes by encouraging viewers to start creating their own film concepts using the discussed tools and sharing their work for potential feature.

Q & A

  • What is the name of the person demonstrating how to use Runway Gen 2?

    -The name of the person demonstrating is Caleb.

  • What is the purpose of using Runway Gen 2?

    -Runway Gen 2 is used to create cinematic AI videos with maximum quality by interpreting an image as the first frame and generating movement for the video.

  • What is the issue with the native resolution provided by Runway Gen 2?

    -The native resolution provided by Runway Gen 2 is not amazing, which is why the video may appear choppy and not of high quality.

  • Why is it recommended to deselect the 'Interpolate' button in Runway Gen 2?

    -The 'Interpolate' button is recommended to be deselected because the algorithm inside Runway is not as good as the one in the other tool (Topaz Video AI) that will be used later in the process.

  • What is the limitation regarding the video duration in Runway Gen 2 at the time of recording the video?

    -At the time of recording the video, Runway Gen 2 limits users to a maximum duration of four seconds for the video.

  • How can one improve the quality of the video generated by Runway Gen 2?

    -The quality can be improved by using Topaz Video AI, which analyzes each frame and interpolates between them to create a smoother and higher resolution video.

  • What is the typical frame rate used in films?

    -The typical frame rate used in films is 24 frames per second.

  • Why is it suggested to upscale the video to a larger size and then scale it down?

    -Upscaling to a larger size and then scaling it down helps to achieve more resolution and better overall video quality.

  • What is the role of 'Frame Interpolation' in Topaz Video AI?

    -Frame Interpolation in Topaz Video AI is used to analyze the scene and create frames between duplicate frames, resulting in a smoother video.

  • What is the recommended encoder preset for higher quality in the final video output?

    -The recommended encoder preset for higher quality is ProRes 422 High Quality, as it provides more resolution and less compression compared to other codecs like H.264.

  • What is the course offered by Curious Refuge that can help filmmakers utilize AI tools?

    -Curious Refuge offers a course called 'AI Filmmaking', which teaches how to use AI tools to assist with the filmmaking process and enhance productivity.

  • How can viewers share their work created with Runway Gen 2 and Topaz Video AI?

    -Viewers can share their work online and tag 'Curious Refuge' so that their creations can be featured on the social media platform or the AI thought-making Gallery.



πŸ“Ή Introduction to Runway Gen 2 and Workflow Setup

Caleb from Curious Refuge introduces viewers to enhancing the quality of Runway Gen 2's video output. He explains that while Runway Gen 2 is impressive, there are technical adjustments that can be made to improve resolution. The process begins with selecting an image from a tool like mid-Journey or an existing image on the computer. Runway interprets this image as the first frame for video generation. Caleb emphasizes the importance of deselecting the 'Interpolate' and 'Upscale' options within Runway to avoid quality issues and suggests using an alternative tool for better resolution. He also advises on removing the watermark and notes the limitation of a four-second video duration in Runway. The video generation process allows for batch processing and rerunning to refine the creative vision.


🎬 Improving Video Quality with Topaz Video AI

Caleb demonstrates how to use Topaz Video AI to enhance the quality of the video generated from Runway. He points out that Runway's native video is often choppy and of lower quality, resembling GIFs rather than high-definition footage. To rectify this, he imports the Runway video into Topaz Video AI, noting that the video's frame rate is deceptively presented as 24 frames per second but is actually 8 frames repeated three times each. Using Topaz, he upscales the video to a 4K resolution, sets it to 24 frames per second, and utilizes frame interpolation to smooth out the animation. He chooses the Apollo AI model for enhancement and selects the ProRes 422 high-quality encoder preset for better resolution in the final output. Caleb also mentions a course on AI filmmaking offered by Curious Refuge, designed to empower filmmakers with AI tools without replacing their creative input.


πŸš€ Final Thoughts and Encouragement for Creative Filmmaking

Caleb concludes the tutorial by showcasing the improved video quality achieved through the use of Topaz Video AI, highlighting the enhanced details and depth effects. He acknowledges that there are still areas for improvement in Runway, such as facial distortions and eye movement. Despite these minor issues, he is excited about the potential of these tools and encourages viewers to start creating their own film concepts. He invites viewers to share their work with Curious Refuge for a chance to be featured on their social media platforms or AI thought-making gallery. Caleb thanks viewers for watching and expresses his anticipation for the innovative creations they will produce.



πŸ’‘Runway Gen 2

Runway Gen 2 is a software tool used for creating AI-generated videos. It is described as 'incredible' in the video, suggesting that it offers advanced features for video creation. The video focuses on how to maximize the quality of videos produced with this tool, indicating its central role in the content.


Resolution refers to the clarity and sharpness of a video or image, measured by the number of pixels. The script mentions the need to enhance resolution, as the native resolution from Runway is not considered high quality. This is a key aspect of improving the final video output.


Interpolation is a process used to create additional frames between existing ones to make animations smoother. The video discusses de-selecting the interpolate button in Runway due to the preference for a different tool's algorithm for this process.


Upscaling is the process of increasing the resolution of a video or image. The script suggests that while Runway offers an upscale feature, a better resolution can be achieved using a different workflow, indicating a strategic approach to video quality enhancement.


A watermark is a logo or mark added to a video or image to indicate copyright or branding. The video mentions the option to remove the watermark, which is often a feature that requires payment, and is part of the process of refining the video output.

πŸ’‘Batch Processing

Batch processing refers to the ability to process multiple tasks or files together, rather than one at a time. The script mentions the ability to generate multiple videos in a batch, which increases efficiency in video production.

πŸ’‘Creative Vision

Creative vision is the unique perspective or concept that a filmmaker brings to a project. The video emphasizes that the process is about enhancing the filmmaker's creative vision rather than replacing their role, highlighting the importance of human input in the creative process.

πŸ’‘Topaz Video AI

Topaz Video AI is a separate tool used in the workflow to further enhance the quality of the AI-generated videos. The script describes it as a powerful tool for improving video resolution and smoothness, and it is recommended for those serious about AI video projects.

πŸ’‘Frame Rate

Frame rate is the number of frames that appear on a video screen per second. The video discusses setting the frame rate to 24 frames per second, which is a standard used in the film industry, to achieve a more professional look.

πŸ’‘Frame Interpolation

Frame interpolation is a technique used to create new frames that smooth out motion between existing frames. The video explains that Topaz Video AI uses machine learning to perform this task, which is crucial for improving the smoothness of the final video.

πŸ’‘AI Filmmaking

AI filmmaking refers to the use of artificial intelligence tools to assist in the film production process. The video mentions a course on this topic, suggesting that AI is becoming an integral part of modern filmmaking, aiming to empower filmmakers rather than replace them.


Caleb from Curious Refuge demonstrates how to optimize video quality using Runway Gen 2.

Runway Gen 2 can interpret an image to generate the first frame of a video, enhancing the movement.

The importance of deselecting the 'Interpolate' button for better results with other tools.

Upscaling in Runway may not provide the best resolution; a different workflow is suggested.

Runway's watermark can be removed, though it may require a paid feature.

Batch processing allows for generating multiple videos simultaneously in Runway.

The creative process involves rerunning video clips to align with the filmmaker's vision.

Runway's output is compared to GIF quality, necessitating further professionalization.

Introducing Topaz Video AI as a tool to enhance the quality of Runway-generated videos.

Runway's videos are actually 8 frames per second, not 24, causing choppiness.

Topaz Video AI can interpolate frames to create smoother animations.

Upscaling to 4K and using a film frame rate of 24 FPS improves video quality.

Frame interpolation in Topaz Video AI creates frames between duplicates for a smoother scene.

Choosing the right AI model in Topaz, such as Apollo, can enhance video results.

The 'replace duplicate frames' option and sensitivity settings are crucial for video enhancement.

Selecting the ProRes 422 high-quality encoder preset minimizes compression artifacts.

Curious Refuge offers an AI filmmaking course to empower filmmakers with AI tools.

The final video result showcases improved details and reduced warping, demonstrating the potential of AI tools.

Caleb encourages viewers to share their film concepts online and tag Curious Refuge for potential features.