roboflow / notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
https://roboflow.com/models
5.58k stars 880 forks source link

Add Grounded Segment Anything 2 notebook #296

Closed capjamesg closed 3 months ago

capjamesg commented 3 months ago

Description

This PR adds a notebook that shows how to use Grounded SAM 2, a combination of Florence-2 and SAM 2, to auto-label data for use in training models.

Type of change

How has this change been tested, please provide a testcase or example of how you tested the change?

You can run all cells in the notebook to test it.

This notebook was used to label and train https://universe.roboflow.com/capjamesg/shipping-containers-kktus/2 and https://universe.roboflow.com/project/shipping-containers-image-segmentation/1.

Any specific deployment considerations

N/A

Docs

N/A