SCM local photo and video semantic search

A new open-source software project called SCM, short for Screen Memories, brings intelligent visual searching directly to Mac computers. The application indexes local folders and lets users find specific pictures or exact scenes in video files by typing everyday descriptions. Beyond looking at visual content, the tool can also pull text from images and transcribe spoken audio within videos to make clips fully searchable.

For typical users, finding a specific memory usually requires scrolling through thousands of unorganized files or relying on cloud services that scan photos on remote servers. SCM processes everything on the user's computer instead, keeping sensitive personal media offline. After downloading a small artificial intelligence model, the application runs without sending any personal data to third parties or requiring a subscription fee.

While offline processing protects personal privacy, indexing large libraries of high-resolution video frames can demand heavy computational power and storage space on older laptops. It remains to be seen whether desktop search tools like this will remain independent niche utilities, or if major operating system vendors will integrate similar deep video frame indexing directly into their default desktop search software.