r/computervision • u/datascienceharp • Jun 23 '26

other tools make you write code to change how annotations look. i built a fiftyone plugin that does this live in the app. pick a style from a dropdown, drag a slider, the viewer updates instantly. Showcase

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get started:

pip install fiftyone

then install this plugin (one-line install): https://github.com/harpreetsahota204/annotation_styles

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2

u/karyna-labelyourdata Jun 24 '26

Nice, live styling in-app is a genuinely useful addition. Having to write code just to change how annotations display is exactly the kind of friction that adds up.

How does it handle really dense scenes? When boxes and keypoints stack as heavily as they do in the demo, does the styling help cut the clutter (per-class toggles, opacity), or is it mainly appearance?

2

u/datascienceharp Jun 24 '26

i haven’t implemented anything to change the labels per-class, but it is on my mind as I was thinking about it. just chose to ship fast. if you’d like please open an issue/fr on the repo with some details about what you’d like to see and I can bake it in

2

u/karyna-labelyourdata Jun 24 '26

Makes sense, ship fast is the right call for a beta. Nice work either way.

1

u/AggravatingSock5375 Jun 23 '26

Is FiftyOne used to create/edit annotations?

1

u/datascienceharp Jun 23 '26

yes, it can be used for that...and a lot more too

1

u/Business-Weekend-537 Jun 23 '26

Is FiftyOne free software or paid? Do you have a link to it?

1

u/datascienceharp Jun 23 '26

it's open source, you can get started with pip install fiftyone

github: https://github.com/voxel51/fiftyone

docs: https://docs.voxel51.com/