FYI: FiftyOne has built in Annotation

[Burhan-Q]

This is a handy repo! Just wanted to share that FiftyOne has annotation built into the App now https://docs.voxel51.com/user_guide/annotation.html and will even use SAM when generated segmentation masks https://docs.voxel51.com/user_guide/annotation.html#creating-a-segmentation-label. Here's a quick demo video of the SAM segmentation mask annotations in the FiftyOne App:

fo-seg-anno-demo.mp4

Could help shrink the Docker container footprint if you don't have to ship the label studio part as well.

[borisboc]

Hello ! Thank you : don't forget to star if you like.

This is a nice feature I need to test. When I wanted just a "small" annotation or even just a correction, I was feeling sad to send a request for annotation, switch to label studio, close the job, pull back the annotation results. Looked to complex for such a scenario and I guess this will be way better now.

Concerning the "shrinking" of the docker compose, this is already "skrinkable" without removing a single line of code using the concept of docker profiles. Let's quote my readme :

For instance, if you just want to start FiftyOne and your mongodb server (where your FiftyOne datasets are stored) :

python config_manager.py --profile mongodb cpu-fiftyone```

Which may become the default profile if your annotation feature superseded the label studio workflow.

May I close the issue ?

[Burhan-Q]

Oh yeah, I saw the profiles but didn't dig into that feature too deeply. You certainly may close the issue, I figured it might be a nice FYI for others. Also, feel free to grab the video and reuse it if you want to mention the FiftyOne annotation feature in the README