From fc156b50c0d6147ca00755059fb1ff96133827df Mon Sep 17 00:00:00 2001 From: Nikhila Ravi Date: Wed, 1 Sep 2021 09:08:12 -0700 Subject: [PATCH] (bug) Fix exception when creating a TextureAtlas Summary: Fixes GitHub issue #751. The vectorized implementation of bilinear interpolation didn't properly handle the edge cases in the same way as the `grid_sample` method in PyTorch. Reviewed By: bottler Differential Revision: D30684208 fbshipit-source-id: edf241ecbd72d46b94ad340a4e601e26c83db88e --- pytorch3d/io/mtl_io.py | 13 ++++++++----- tests/data/test_texture_atlas_8x8_back.png | Bin 31871 -> 31849 bytes 2 files changed, 8 insertions(+), 5 deletions(-) diff --git a/pytorch3d/io/mtl_io.py b/pytorch3d/io/mtl_io.py index 4c805bcd..b4c7f6db 100644 --- a/pytorch3d/io/mtl_io.py +++ b/pytorch3d/io/mtl_io.py @@ -299,7 +299,7 @@ def make_material_atlas( # bi-linearly interpolate the textures from the images # using the uv coordinates given by uv_pos. - textures = _bilinear_interpolation_vectorized(image, uv_pos) + textures = _bilinear_interpolation_grid_sample(image, uv_pos) return textures @@ -311,11 +311,14 @@ def _bilinear_interpolation_vectorized( Bi linearly interpolate the image using the uv positions in the flow-field grid (following the naming conventions for torch.nn.functional.grid_sample). - This implementation uses the same steps as in the SoftRas cuda kernel - to make it easy to compare. This vectorized version requires less memory than + This implementation uses the same steps as in the SoftRasterizer CUDA kernel + for loading textures. We are keeping it for reference to make it easy to + compare if required. + + However it doesn't properly handle the out of bound values in the same way as + the grid_sample function does with the padding_mode argument. + This vectorized version requires less memory than _bilinear_interpolation_grid_sample but is slightly slower. - If speed is an issue and the number of faces in the mesh and texture image sizes - are small, consider using _bilinear_interpolation_grid_sample instead. Args: image: FloatTensor of shape (H, W, D) a single image/input tensor with D diff --git a/tests/data/test_texture_atlas_8x8_back.png b/tests/data/test_texture_atlas_8x8_back.png index 015f34f175a416e3827da0633c6b02ddad1e893e..053f177f41085c6bc68238c481995498f5abd30a 100644 GIT binary patch delta 27588 zcmXV1Wmr_-*Bv?)5CjyEl$I{3K}5Pi0i{y}>8=Y1(jeWT)DLNpjscV|0qGbdg(0M4 z>b?G-_Y+^3=bp3A-s|kW);id0oV{zDPaH3V)RdkX`sE#V`4>G_d$|j+iJYyq%yrkU z&aR66Y?u-IkDEQ5OvHIaAbz7SUUVY<+jE&OX(Qa+`%?Rp&z=#`z0z~|rB`o%f(uMh z-&N8-*S{#YkZqcJU$IV*1TRz)F+dGkNVQG9$Fbzb7j^YwfYA3;y2|A#iDc*#Tif@4 z`=td(E^acc*5nzM@3YWerPf3Ytv}%e=qYGA9oFX*r-#177 z?y0e=18StK5z(b@e|UU-0PIpz)BwxfXE8+OIqvKk^)!8s#((L+@7S?G)*o&^){$i? zjmF=bXrfdkzNZu(!Lr&vA#OS9*MJ#c7Abg(sMUhK&!Xf2B7S~PQ~i{-0sf#4Gmd9T z|L^CIGxSqFP3IV~u}zDxco;B{P-#5PP^#_rHe-5L+kNrZ_+G!h@~aHzTyEED8jjLW z9M&<|(H?Qq9h^`n8dg=}l({N>R=n^7`9uyL+SCMZbf)ZLG&>KQTI55jddGrAO8u=u 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