Slicedit

Slicedit is a zero-shot video editing technology that utilizes a text-to-image diffusion model and combines spatiotemporal slicing to enhance temporal consistency in video editing. This technology is able to preserve the structure and motion of the original video while conforming to the target text description. Through extensive experiments, Slicedit has been proven to have clear advantages in editing real-world videos.

Demand group:

" Slicedit is targeted at video editors, content creators, and researchers who require a powerful tool with precise control over video content and style. The technology simplifies the video editing process, making it accessible even to users without professional video editing skills It's also easy to create high-quality video content."

Example of usage scenario:

Edit a video of a human jumping to a humanoid robot jumping.

Edit a video of a cat basking in the grass to a cheetah basking in the grass.

Edit a video of a herd of cows eating grass into a herd of sheep eating grass.

Product features:

Process spatial and spatiotemporal slices using pretrained text-to-image diffusion models.

Noise volume and attention maps are extracted via DDPM inversion.

Inject extended attention maps at specific time steps to enhance temporal consistency.

Perform inversion and sampling conditional on source and target text cues.

The two predicted noise volumes are combined to produce the final predicted noise volume.

Editing examples include the conversion of human actions to robot actions, and the transformation of animals and objects.

Compare it to other video editing technologies to demonstrate Slicedit 's advantages.

Usage tutorial:

Visit the Slicedit website and get a basic introduction.

Read the paper and supplementary material for deeper technical details.

Check out the editing examples to see the types of video transformations Slicedit is capable of.

Compare the differences and advantages of Slicedit versus other video editing technologies.

Depending on your personal needs, choose a suitable video editing task and apply Slicedit .

Use the provided code (coming soon) to practice and customize the video editing process.