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MemE PhotoTourism demo video

MemE PhotoTourism demo video Latest
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@Yukun66 Yukun66 released this 02 Sep 17:03
project-demo-v1.0
b153392

Side-by-side results on PhotoTourism scenes comparing the original 3D Gaussian Splatting reconstruction with MemE-3DGS. The MP4 is 2:03 long, 960×368, H.264/AAC. SHA-256: 93a26ed4b903e1e7dc8cdc00c47a29c5e798417f810803434600e64d7f405bdc.

Assets 3
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MemE pretrained models (250k steps)

MemE pretrained models (250k steps)

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@Yukun66 Yukun66 released this 02 Sep 16:21
pretrained-models-v1.0
b153392

MemE pretrained models

These checkpoints were selected from the available experiment runs at 250,000 training steps. Results below are means of the color-corrected evaluation metrics (metric_cc_*_250000.txt): higher PSNR/SSIM and lower LPIPS are better. “Selected run” is the original experiment-directory identifier.

Kubric

Scene Selected run Images PSNR SSIM LPIPS Download SHA-256
Bag a_15_gmm_kubric_250000 200 48.7881 0.996887 0.002750 checkpoint e9c3d958cea07f5549466d4f6990d8801166f60b9b1c673d120b4d97d7503982
Car a_17_gmm_kubric_250000 200 40.8604 0.973298 0.020816 checkpoint 53f0d1323356dbc70f02ef32c8448fa817fad681b84b05399d5b6de8f11037dc
Cars a_13_gmm_kubric_250000 200 45.0843 0.988907 0.014371 checkpoint e7582e2cd12ca694dab2757aabdcfd80b23c42ce2084b76c74e9acab95967891
Chair a_37_gmm_kubric_250000 200 47.8687 0.994256 0.007261 checkpoint 4451790bd524df2a530106732d023651758f5e40f337df2d3e2bdfc0f1b546af
Pillow a_37_gmm_kubric_250000 199 45.9690 0.989319 0.016080 checkpoint 6ba054a9db501aeac18c7bb8ab211effdfa05373e324f9b64c400eecd423be62

RobustNeRF

Scene Selected run Images PSNR SSIM LPIPS Download SHA-256
Balloon 4cards_a_25_gmm_250000 19 21.9132 0.730412 0.227670 checkpoint 5d6ec31420ba6b00f404466686682e367fea9fc914b1ace6ec81a08ccaaec916
Bot 4cards_a_25_gmm_250000 19 21.4497 0.681722 0.262855 checkpoint 02066825aaefed0088c6b0e5616a6fade41c6ee546d2b986f53f659588a8d42c
Crab 4cards_a_39_gmm_250000 72 30.5461 0.830291 0.186343 checkpoint 340d5644449ebcefeaa125a3575ec11f64725ccf5feb122bb6e12501842d36b2
Yoda 4cards_a_25_gmm_250000 109 31.3620 0.821357 0.249748 checkpoint ba7a865902db817167524415d0928e6d3adf677ddc803c69b8a7e43949655ae9

Integrity check

shasum -a 256 meme-*-step250000.tar.gz

The datasets are not redistributed here. Please obtain Kubric and RobustNeRF from their original providers and follow their respective licenses.

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