pollinations / amt

Video Smoother: AMT All-Pairs Multi-Field Transforms for Efficient Frame Interpolation

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Input

Output

Run time and cost

This model runs on Nvidia A40 (Large) GPU hardware. Predictions typically complete within 9 seconds. The predict time for this model varies significantly based on the inputs.

Readme

AMT is a lightweight, fast, and accurate algorithm for Frame Interpolation. It aims to provide practical solutions for video generation from a few given frames (at least two frames).

Demo gif * More examples can be found in our project page.

Method Overview

pipeline

For technical details, please refer to the method.md file, or read the full report on arXiv.