https://github.com/coffeevampir3/grounding-sam2-demo

A simple demo for utilizing grounding dino and segment anything v2 models together
https://github.com/coffeevampir3/grounding-sam2-demo

demo-app gradio grounding grounding-dino machine-learning segment segment-anything segmentation

Last synced: about 2 months ago
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A simple demo for utilizing grounding dino and segment anything v2 models together

• Host: GitHub
• URL: https://github.com/coffeevampir3/grounding-sam2-demo
• Owner: CoffeeVampir3
• Created: 2024-07-31T21:06:31.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-07-31T22:24:51.000Z (10 months ago)
• Last Synced: 2024-08-02T01:26:41.397Z (10 months ago)
• Topics: demo-app, gradio, grounding, grounding-dino, machine-learning, segment, segment-anything, segmentation
• Language: Python
• Homepage:
• Size: 485 KB
• Stars: 6
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## How 3:

`pip install -r requirements.txt`

`python download_models.py`

`python interface.py`

The text box controls the grounding, and is what gives you the mask. Type something in and hit ground image. The 2nd from the right image can place control points, you can switch the control points be positive (include this part of the image) or negative (exclude this part of the image.) Control points are optional but will give SAM2 a better chance of segmenting well if you pick good points.

- Grounds things with 

- Segments things with 

![image](https://github.com/user-attachments/assets/848c0895-a1e9-466a-ab9c-a7411f8e973c)

![image](https://github.com/user-attachments/assets/5a1dc0d9-9cd6-45ae-9124-dd412381e19a)

![image](https://github.com/user-attachments/assets/900daf09-b435-474e-8cac-356d4452218e)