A script to evaluate video using SSIM to find frames where the accumulated difference since the previous frame is sufficient to warrant a new keyframe for using stable diffusion and ebsynth effectively in longer videos with temporal cohesion.

Automated Video Keyframe Extraction employs SSIM for initial selection & MiniBatchKMeans Clustering for refinement . Frames below a specified SSIM threshold are identified as keyframes . MiniBatchKMeans clusters features , selecting frames closest to centroids , creating a summarized video for efficient content representation .

"Scene segmentation and keyframe extraction pipeline using TransNet V2, OpenCV, and SSIM/Histogram filtering