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jnzw
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@jnzw jnzw commented Mar 7, 2025

Resolves #198

* Implement background swapping
* Support both selfie_multiclass and instance-segmentation models

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Signed-off-by: Junze Wu <junze.wu@intel.com>
Co-authored-by: xinpengzz <xinpeng.zhao@intel.com>
Co-authored-by: yinghaoIntel <yinghao.li@intel.com>
@adrianboguszewski
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Did you test all available segmentation models? The one used here is not very accurate

@jnzw
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jnzw commented Mar 31, 2025

Tested these models:

choices=["instance-segmentation-person-0007", "instance-segmentation-security-1039", 
                                 "instance-segmentation-security-1040", "selfie_multiclass_256x256"]

A better model like https://github.com/openvinotoolkit/open_model_zoo/blob/master/models/intel/instance-segmentation-security-0091/README.md should also work but FPS would be lower.

@adrianboguszewski
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Which of the selected is the best? instance-segmentation-security-1039?

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jnzw commented Apr 2, 2025

Yes, among the tested models, the default option instance-segmentation-security-1039 is the best.

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Implement Background Swapping for Santa Claus Demo
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