cleanframes 0.2.0

A professional tool for cleaning duplicate or near-duplicate image frames using perceptual hashing and embeddings.

CleanFrames

CleanFrames is a professional tool for removing duplicate or near-duplicate image frames using:

• MD5 (byte-level duplicates)
• Perceptual hashing (visual similarity)
• Deep embeddings (semantic redundancy)

Installation

pip install cleanframes

Usage

from clean_frames import CleanFrame

cleaner = CleanFrame(device='mps')
embeddings, paths = cleaner.SwinEmbedding("path/to/images")
cleaner.cleanframes(paths, embeddings_list=[("swin", embeddings)], threshold=0.95)