rclip is a command-line semantic photo search tool powered by OpenCLIP's top-performing ViT-B/32 model. Search a local photo library with natural-language queries, similar image search, or mixed text and image queries directly from the terminal. It builds on the CLIP architecture introduced by OpenAI.
Usage: cd photos && rclip "search query"
The first time you run rclip in a directory, it extracts features from your images to build the search index. How long this takes depends on your CPU and the number of images you search. It took about a day to process 73,000 photos on a NAS with an old Intel Celeron J3455.
For a detailed demonstration, watch the video: https://www.youtube.com/watch?v=tAJHXOkHidw.
You can also use an image as the query by passing a file path or image URL. You can also combine and subtract image and text queries. Check out the project's README on GitHub for more usage examples: https://github.com/yurijmikhalevich/rclip#readme.
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Snaps are applications packaged with all their dependencies to run on all popular Linux distributions from a single build. They update automatically and roll back gracefully.
Snaps are discoverable and installable from the Snap Store, an app store with an audience of millions.
If you’re running Ubuntu 16.04 LTS (Xenial Xerus) or later, including Ubuntu 18.04 LTS (Bionic Beaver) and Ubuntu 20.04 LTS (Focal Fossa), you don’t need to do anything. Snap is already installed and ready to go.
For versions of Ubuntu between 14.04 LTS (Trusty Tahr) and 15.10 (Wily Werewolf), as well as Ubuntu flavours that don’t include snap by default, snap can be installed from the Ubuntu Software Centre by searching for snapd.
Alternatively, snapd can be installed from the command line:
sudo apt update
sudo apt install snapd
Either log out and back in again, or restart your system, to ensure snap’s paths are updated correctly.
To install rclip, simply use the following command:
sudo snap install rclip
Browse and find snaps from the convenience of your desktop using the snap store snap.
Interested to find out more about snaps? Want to publish your own application? Visit snapcraft.io now.