Real-time segment all objects in image without training on CPU with Segment Anything
Real-time segment all objects in image without training on CPU with Segment Anything
Segment Anything
... introduce the Segment Anything (SA) project: a new task, model, and dataset for image segmentation.
Using ... efficient model in a data collection loop, ... built the largest segmentation dataset to date (by far), with over 1 billion masks on 11M licensed and privacy respecting images.
The model is designed and trained to be promptable, so it can transfer zero-shot to new image distributions and tasks.
... evaluate its capabilities on numerous tasks and find that its zero-shot performance is impressive -- often competitive with or even superior to prior fully supervised results.
... are releasing the Segment Anything Model (SAM) and corresponding dataset (SA-1B) of 1B masks and 11M images ... to foster research into foundation models for computer vision.
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