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[P] ImageBind with SAM: A simple demo the generate mask with different modalities
May 16, 2023, 5:18 p.m. | /u/Technical-Vast1314
Machine Learning www.reddit.com
We build a simple demo [ImageBind-SAM](https://github.com/IDEA-Research/Grounded-Segment-Anything/tree/main/playground/ImageBind_SAM) here which aims to segment with different modalities
The basic idea is as follows:
* Step 1: Generate auto masks with `SamAutomaticMaskGenerator`
* Step 2: Crop all the generated regions from the masks
* Step 3: Compute the similarity with cropped images with different modalities
* Step 4: Merge the highest similarity mask region
And the result is shown as:
https://preview.redd.it/e4ifzuk1980b1.png?width=1282&format=png&auto=webp&v=enabled&s=dfea6ddb1513007792819c944f3d688341a4d1e6
And the threshold for keeping the similar regions will …
compute demo generated imagebind images machinelearning masks merge sam
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