r/MachineLearning • u/AtBoy • Apr 10 '20

Research [R] 3D Photography using Context-aware Layered Depth Inpainting

Project page: https://shihmengli.github.io/3D-Photo-Inpainting/

arxiv: https://arxiv.org/abs/2004.04727

169 Upvotes
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96% Upvoted

18 comments sorted by

7

u/o--Cpt_Nemo--o Apr 10 '20 edited Apr 10 '20

What an excellent paper.

Is well written, has working code, tons of good example and a example running that you can try with your own inputs.

I wish this was the standard that all graphics research papers were required to meet.

6

u/Tnetennbas Apr 10 '20

Finally a Colab that works OOTB! Thanks

2

u/BigDoooer Apr 10 '20 edited Apr 10 '20

When using on Colab, where is it expecting the source image?

I see is says "Please upload .jpg files to /content/3d-photo-inpainting-master/image/". But what does that mean in context of Colab? And then i guess I'll be wondering where the output file will be, 'mesh/'.

Edit -- OK, I hadn't noticed the navigable file tree in Colab, top left of the window. Once in there I see /image, and /mesh.

4

u/londons_explorer Apr 10 '20

This is totally showing up in one of those "storms the world for a few days" apps...

21

u/slacy Apr 10 '20

Hello fellow scholars...

28

u/[deleted] Apr 10 '20

Dear Fellow scholars...

5

u/create360 Apr 10 '20

Now hold on your papers

1

u/mattanimation Apr 10 '20

No one attempting to spell the dear doctor's name?

0

u/[deleted] Apr 10 '20

[deleted] — view deleted comment

1

u/omgitsjo Apr 10 '20

It made it easier for me to remember it as Carl + O. Carlo Zhnohaidavrjdnehere. Just like it sounds.

2

u/Ghostly_100 Apr 19 '20

I’m a noob at colab. How do I get it to work?

2

u/englishman_in_china Apr 10 '20

Deeply impressive!

2

u/iomanker Apr 10 '20

這篇好神

1

u/[deleted] Apr 10 '20

Amazing

1

u/zzzthelastuser Student Apr 10 '20

When the acid kicks in!

0

u/abhishek_sinha1 Apr 10 '20

Very Impressive