sunghoonim / DPSNet

[ICLR19] DPSNet: End-to-end Deep Plane Sweep Stereo

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

About the efficiency

riyueshi opened this issue · comments

Hi,
The depth map present in the paper is really amazing, I wonder how much time it cost to produce a single depth map?

Thanks,
Miller

A forward pass of the proposed network takes about 0.5 seconds for 2-view matching and an additional 0.25 seconds for every new frame matched (640 × 480 image resolution).

That's great, and what about the hardware of this performance

I test it on the computer (i7-6800K CPU, one GTX 1080Ti).

Thank you!

adding
cudnn.benchmark = True
to test.py improved the performance from ~4s to ~.7s on a 1080Ti