motion-magnification

Real‑time Eulerian video magnification: amplify subtle motion & color from webcam or video. Linux/Windows/macOS

An unofficial implementation of "Learning-based Video Motion Magnification" in Pytorch.

Eulerian Video Magnification for colors and motions magnification

STB-VMM: Swin Transformer Based Video Motion Magnification (official repository)

ViMag: A Visual Vibration Toolbox

When sound hits an object, it causes small vibrations on the object’s surface. Here we show how, using only high-speed video of the object, we can extract those minute vibrations and partially recover the sound that produced them, allowing us to turn everyday objects—a glass of water, a potted plant, a box of tissues, or a bag of chips—into visu…

Eulerian Video Magnification in hand-written CUDA: up to 1,650x faster than the NumPy baseline (motion pipeline, half precision, compute-only on an RTX 3090). Five more backends (Metal, Vulkan, OpenCL, PyTorch, NumPy) so it runs without an NVIDIA card, every one checked against the original authors' published output.

Video Processing and Motion Magnification

Image Processing demos with NumPy and TensorFlow

Motion magnification using 2D Dual tree complex wavelet transforms

Break large videos into tiles, magnify those tiles and stitch'em together. Makes large videos processable with low amounts of RAM

Video motion magnification process on a vibrating white circle video

📸 Simple Motion Magnification

Face-aware adaptation of self-supervised motion magnification for micro-expression spotting on CASME II.

Film a running machine with your phone: see its invisible vibration, measured part by part and diagnosed. Built on Meta SAM 3.1 and Muse Spark.

Fractional-Order Adaptive Motion Magnification: Phase-Reliability Weighting for Noise-Constrained Video Amplification

Track vibrations in video, inspect displacement and frequency, and magnify selected motion bands locally.