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skhu101 / GauHuman

Code for our CVPR'2024 paper "GauHuman: Articulated Gaussian Splatting from Monocular Human Videos"
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test FPS of rendering #15

Closed JiatengLiu closed 8 months ago

JiatengLiu commented 8 months ago

I wanted to test the render speed (FPS) of the model, but the output of the code (~300) was inconsistent with the results in the paper (100+). I made the following changes to the dataset_reader.py(558-562), but the result is still incorrect. How can I solve it?

        pose_start = 0
        # pose_interval = 30
        pose_interval = 1
        pose_num = 17
skhu101 commented 8 months ago

Hi, the rendering FPS depends on the GPU version and its working state. It is possible to reach 300 FPS as the code structure is optimized before it is released.

GloryyrolG commented 8 months ago

Hi @skhu101 et al., Would you mind giving some insights/tips on how to boost FPS further or sharing some snippets? Great thx & best,

skhu101 commented 8 months ago

Hi, maybe one possible solution is to further optimize the number of 3D Gaussians. You can also try improving the parallel mechanism as the GPU memory is not fully used.