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Gy920 / segment-anything-2-real-time

Run Segment Anything Model 2 on a live video stream
Apache License 2.0
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How's the speed on V100 with 720p videos? #7

Open MonolithFoundation opened 1 week ago

MonolithFoundation commented 1 week ago

How's the speed on V100 with 720p videos?

Gy920 commented 1 week ago

Sorry, I haven't tested this on V100.

MonolithFoundation commented 1 week ago

What's the estimated speed on v 108

---- Replied Message ---- | From | Guiyong @.> | | Date | 09/03/2024 22:13 | | To | @.> | | Cc | @.>@.> | | Subject | Re: [Gy920/segment-anything-2-real-time] How's the speed on V100 with 720p videos? (Issue #7) |

Sorry, I haven't tested this on V100.

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heyoeyo commented 1 week ago

How's the speed on V100 with 720p videos?

I'm not sure about the V100 either, but it should roughly be within a factor of 2 slower than the speeds reported on the original repo. So somewhere in the range of 10-25 fps, depending on which model you're using.

The input video resolution (e.g. 720p) doesn't matter much, since the model will resize any input to 1024px (by default). You can get a ~4x speedup if you reduce that size to 512 though!