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AREM Labs

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Video Frame Interpolator

Generate in-between frames to boost video frame rates and create smoother motion. Process clips directly in your browser without uploading to any server.

1Drop your video here

MP4, WebM, MOV, MKV, AVI, FLV, 3GP · up to 1 GB

Tips

  • The browser downloads a 30 MB processing engine once on your first visit, which caches locally for offline use.
  • Calculating intermediate frames is computationally heavy, so a short 15-second clip can take several minutes.
  • Fast-moving objects can produce ghosting artifacts, making a 30 fps target safer and cleaner than 60 fps.

How to use it

  1. 1 Select or drag your video file into the workspace.
  2. 2 Choose your desired target frame rate for the interpolated output.
  3. 3 Start the interpolation process and keep the browser tab active while frames render.
  4. 4 Preview the smoothed video and save the final file to your device.

What you should know

Standard video recorded at low frame rates like 15 or 24 frames per second often appears jerky during panning shots or slow-motion playback. Instead of simply duplicating existing frames, which causes visible stutter, motion interpolation calculates the trajectories of moving pixels between consecutive pictures. It synthesizes brand-new intermediate frames based on motion vectors, matching the smooth visual pacing expected on modern 60 Hz and 120 Hz displays. This technique allows you to convert choppy surveillance clips, low-speed camera recordings, or animated sequences into fluid video without re-shooting your original source material.

This tool runs an optical flow interpolation filter directly inside your browser tab using WebAssembly. Because the engine processes calculations sequentially on a single thread, synthesizing new pixel data requires significant compute power and time. Complex scenes with rapid, unpredictable motion or overlapping transparent layers may introduce slight edge distortion or ghosting artifacts. Selecting a moderate target frame rate such as 30 fps rather than jumping straight to 60 fps reduces processing time and minimizes visual anomalies. All video decoding, frame estimation, and encoding happen on your local hardware without transferring data across the network.

Frequently asked questions

Why does frame interpolation take longer than standard video conversion?

Synthesizing missing frames requires scanning pixel movement across adjacent frames to estimate intermediate vectors. Because the browser engine runs on a single CPU thread, rendering these mathematical estimates takes several times the actual playback duration of the video.

Why do I see visual warping or halo artifacts around fast-moving objects?

Motion estimation algorithms can struggle when objects cross paths quickly or when backgrounds change abruptly between frames. If you notice ghosting or warping, try setting a lower target frame rate or trimming scenes with extreme motion.

Are my video files sent to a remote server for processing?

No, all frame generation and video encoding happen entirely inside your web browser via WebAssembly. Your files never leave your computer, ensuring complete privacy and allowing the tool to function offline after the initial engine download.

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