Difference between the masks generated by Meta-demo v/s local

[bsinghpratap]

Masks generated on the demo image (https://github.com/facebookresearch/segment-anything/blob/main/notebooks/images/dog.jpg) through the online demo (shown below) are different from the masks generated in the example notebook (https://github.com/facebookresearch/segment-anything/blob/main/notebooks/automatic_mask_generator_example.ipynb).

• I noticed that the online demo performs some de-duplication of masks. Is that the reason the masks generated are different?
• How can I achieve the same masks as the online demo? Would I have to tune/change some of the hyper-parameters?

[bsinghpratap]

[githublqs]

I have the same question #346

[anlarro]

Any update on this? The results I get using the online demo are really good but can't get the same results with the mask_generator.

[GuaGod]

Any update on this? The results I get using the online demo are really good but can't get the same results with the mask_generator.

You can try to tune some parameters in the SamAutomaticMaskGenerator, such as pred_iou_thresh and stability_score_thresh.And I get better results after set lower values at them.

[anlarro]

Any update on this? The results I get using the online demo are really good but can't get the same results with the mask_generator.

You can try to tune some parameters in the SamAutomaticMaskGenerator, such as pred_iou_thresh and stability_score_thresh.And I get better results after set lower values at them.

Thanks. I tried many different parameters already but nothing similar to what I get with the online demo. It would be nice if somebody can provide the parameters used for the online demo.

[GuaGod]

Yeah.I think the largest model is the best model in the all three local models.But there is a performance gap bewteen it and the online model.

发自我的iPhone

------------------ Original ------------------ From: Andrés Larroza @.> Date: 周二,6月 6,2023 11:46 下午 To: facebookresearch/segment-anything @.> Cc: Liangjie @.>, Manual @.> Subject: Re: [facebookresearch/segment-anything] Difference between the masks generated by Meta-demo v/s local (Issue #330)

Any update on this? The results I get using the online demo are really good but can't get the same results with the mask_generator.

You can try to tune some parameters in the SamAutomaticMaskGenerator, such as pred_iou_thresh and stability_score_thresh.And I get better results after set lower values at them.

Thanks. I tried many different parameters already but nothing similar to what I get with the online demo. It would be nice if somebody can provide the parameters used for the online demo.

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[PengyuanHAN]

I met the same question, did anyone solve this problem?

[BalajiAI]

Even, I'm also facing the same issue. The Online demo is giving good results, whereas the colab notebook isn't. (Will update if I found any solutions.)