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Reduced model for realtime applications? #24

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Mh-Magdy opened this issue Oct 8, 2024 · 2 comments
Open

Reduced model for realtime applications? #24

Mh-Magdy opened this issue Oct 8, 2024 · 2 comments

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@Mh-Magdy
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Mh-Magdy commented Oct 8, 2024

I ran the model on a high-quality image and it took about 8 Seconds to infer the depth. I'm wondering if there is a smaller model suitable for real-time application or any other suitable edits for this use case?
Device: NVIDIA RTX 3060

@YCHAOSK
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YCHAOSK commented Oct 9, 2024

same issue

@harism
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harism commented Oct 16, 2024

I've reached 1-2 seconds with these changes running Depth Pro 1024x1024 float16 on MacBook Pro M2 Neural Engine; #45 - I believe you can do something very similar with normal execution also and reduce the model inference size.

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