Just started playing around with PS today and so far it’s great. The “tagging” feature would be extremely helpful for people like me with tens of thousands of photos. Currently I use plex for hosting my images (long and frustrating story, I’ve had enough). PS seems like the best solution for me to get away from plex managing my libraries.
I was messing around with DeepStack last weekend and thought it did a great job at object, scene and face detection out of the box. Additionally, the api has hooks to “train” the ML to an unknown face, object or scene. I trained it to my face and wrote a script to go through one of my libraries (about 5k pictures), and identify each object in each picture as well as my face (if it was there). It ran overnight and the next morning every photo was tagged in Plex.
Overall, it seems like a powerful open source tool which is worth looking into. It can all be hosted locally and can run on the cpu or gpu(nvidia).
I appreciate all the work you are putting into PS and will continue to test it out along the way!