# hzwer/eccv2022-rife

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5,491 stars · 553 forks · Python · MIT

## Links

- GitHub: https://github.com/hzwer/ECCV2022-RIFE
- awesome-repositories: https://awesome-repositories.com/repository/hzwer-eccv2022-rife.md

## Topics

`aigc` `computer-vision` `deep-learning` `slomo-filter` `video-interpolation`

## Description

This project provides a suite of tools and deep learning models for optical flow estimation and video frame interpolation. It is designed to analyze pixel-level motion between consecutive frames to determine the direction and magnitude of movement, using this data to synthesize new intermediate images.

The framework functions as a real-time motion interpolator capable of increasing video playback smoothness by generating frames with minimal delay. It also includes a video sequence stitcher that combines disparate clips into a continuous sequence by applying interpolation to smooth the transitions between segments.

## Tags

### User Interface & Experience

- [Video Frame Interpolation Tools](https://awesome-repositories.com/f/user-interface-experience/animation-and-motion-systems/configuration-utility-helpers/animation-configuration/frame-execution-synchronization/animation-frame-rate-controls/video-frame-interpolation-tools.md) — Provides tools for generating intermediate frames to increase video playback smoothness and frame rate. ([source](https://cdn.jsdelivr.net/gh/hzwer/eccv2022-rife@main/README.md))

### Artificial Intelligence & ML

- [Optical Flow Computation](https://awesome-repositories.com/f/artificial-intelligence-ml/vector-field-estimation/optical-flow-computation.md) — Implements algorithms for estimating pixel-level motion vectors between consecutive video frames. ([source](https://cdn.jsdelivr.net/gh/hzwer/eccv2022-rife@main/README.md))

### Graphics & Multimedia

- [Real-Time Frame Interpolation](https://awesome-repositories.com/f/graphics-multimedia/media-processing-analysis/media-manipulation/media-processing-workflows/video-transformation-enhancement/chunked-video-processing/video-processing-apis/video-input-processing/real-time-video-analysis/real-time-frame-interpolation.md) — Functions as a real-time motion interpolator to increase playback smoothness with minimal delay.
- [Real-Time Motion Interpolators](https://awesome-repositories.com/f/graphics-multimedia/video-frame-processing/real-time-frame-displays/real-time-motion-interpolators.md) — Implements a high-performance framework for real-time intermediate flow calculation and frame synthesis.
- [Video Clip Stitchers](https://awesome-repositories.com/f/graphics-multimedia/video-clip-stitchers.md) — Includes a video sequence stitcher that uses interpolation to create seamless transitions between different clips. ([source](https://cdn.jsdelivr.net/gh/hzwer/eccv2022-rife@main/README.md))
- [Video Transition Smoothing](https://awesome-repositories.com/f/graphics-multimedia/video-transition-smoothing.md) — Creates seamless connections between different video clips by interpolating frames at the transition points.