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Image output of `NVDS` is invalid

Open jparismorgan opened this issue 1 year ago • 9 comments

Hi there, I'm trying to run infer_NVDS_dpt_bi.py on some images with (NVDS) ~/repo/NVDS python infer_NVDS_dpt_bi.py --base_dir ./demo_outputs/dpt_init/000423/ --vnum 000423 --infer_w 896 --infer_h 384 using an M2 Macbook Pro (I changed the device to use cpu).

When I run, the normal depth network results look okay, i.e. demo_outputs/dpt_init/000423/initial/gray/frame_000000.png:

frame_000000

But the results of the NVDS forward pass are all black, i.e. demo_outputs/dpt_init/000423/1/gray/frame_000000.png:

frame_000000

and demo_outputs/dpt_init/000423/1/color/0.png:

0

These are my installed packages:

(NVDS) ~/repo/NVDS conda list                                   ✹ ✭main 
# packages in environment at /opt/homebrew/anaconda3/envs/NVDS:
#
# Name                    Version                   Build  Channel
absl-py                   2.1.0                    pypi_0    pypi
appnope                   0.1.2           py38hca03da5_1001  
asttokens                 2.0.5              pyhd3eb1b0_0  
attr                      0.3.2                    pypi_0    pypi
backcall                  0.2.0              pyhd3eb1b0_0  
blas                      1.0                    openblas  
brotli-python             1.0.9            py38hc377ac9_7  
ca-certificates           2023.12.12           hca03da5_0  
cachetools                5.3.2                    pypi_0    pypi
certifi                   2023.11.17       py38hca03da5_0  
cffi                      1.16.0           py38h80987f9_0  
chardet                   5.2.0                    pypi_0    pypi
charset-normalizer        3.3.2                    pypi_0    pypi
comm                      0.1.2            py38hca03da5_0  
contourpy                 1.1.1                    pypi_0    pypi
cryptography              41.0.3           py38h3c57c4d_0  
cycler                    0.12.1                   pypi_0    pypi
debugpy                   1.6.7            py38h313beb8_0  
decorator                 5.1.1              pyhd3eb1b0_0  
einops                    0.7.0                    pypi_0    pypi
entrypoints               0.4                pyhd8ed1ab_0    conda-forge
executing                 0.8.3              pyhd3eb1b0_0  
filelock                  3.13.1           py38hca03da5_0  
fonttools                 4.47.2                   pypi_0    pypi
freetype                  2.12.1               h1192e45_0  
fsspec                    2023.12.2                pypi_0    pypi
future                    0.18.3             pyhd8ed1ab_0    conda-forge
giflib                    5.2.1                h80987f9_3  
gmp                       6.2.1                hc377ac9_3  
gmpy2                     2.1.2            py38h8c48613_0  
google-auth               2.26.2                   pypi_0    pypi
google-auth-oauthlib      1.0.0                    pypi_0    pypi
grpcio                    1.60.0                   pypi_0    pypi
h5py                      3.10.0                   pypi_0    pypi
huggingface-hub           0.20.3                   pypi_0    pypi
idna                      3.6                      pypi_0    pypi
imageio                   2.33.1                   pypi_0    pypi
importlib-metadata        7.0.1            py38hca03da5_0  
importlib-resources       6.1.1                    pypi_0    pypi
importlib_metadata        7.0.1                hd3eb1b0_0  
ipykernel                 6.29.0             pyh3cd1d5f_0    conda-forge
ipython                   8.12.3                   pypi_0    pypi
jedi                      0.18.1           py38hca03da5_1  
jinja2                    3.1.2            py38hca03da5_0  
jpeg                      9e                   h80987f9_1  
jupyter_client            8.6.0            py38hca03da5_0  
jupyter_core              5.5.0            py38hca03da5_0  
kiwisolver                1.4.5                    pypi_0    pypi
lazy-loader               0.3                      pypi_0    pypi
lcms2                     2.12                 hba8e193_0  
lerc                      3.0                  hc377ac9_0  
libblas                   3.9.0           21_osxarm64_openblas    conda-forge
libcblas                  3.9.0           21_osxarm64_openblas    conda-forge
libcxx                    14.0.6               h848a8c0_0  
libdeflate                1.17                 h80987f9_1  
libffi                    3.4.4                hca03da5_0  
libgfortran               5.0.0           11_3_0_hca03da5_28  
libgfortran5              11.3.0              h009349e_28  
liblapack                 3.9.0           21_osxarm64_openblas    conda-forge
libopenblas               0.3.21               h269037a_0  
libpng                    1.6.39               h80987f9_0  
libprotobuf               3.20.3               h514c7bf_0  
libsodium                 1.0.18               h1a28f6b_0  
libtiff                   4.5.1                h313beb8_0  
libuv                     1.44.2               h80987f9_0  
libwebp                   1.3.2                ha3663a8_0  
libwebp-base              1.3.2                h80987f9_0  
llvm-openmp               14.0.6               hc6e5704_0  
lz4-c                     1.9.4                h313beb8_0  
markdown                  3.5.2                    pypi_0    pypi
markupsafe                2.1.4                    pypi_0    pypi
matplotlib                3.7.4                    pypi_0    pypi
matplotlib-inline         0.1.6            py38hca03da5_0  
mpc                       1.1.0                h8c48613_1  
mpfr                      4.0.2                h695f6f0_1  
mpmath                    1.3.0            py38hca03da5_0  
natsort                   8.4.0                    pypi_0    pypi
ncurses                   6.4                  h313beb8_0  
nest-asyncio              1.5.6            py38hca03da5_0  
networkx                  3.1              py38hca03da5_0  
ninja                     1.10.2               hca03da5_5  
ninja-base                1.10.2               h525c30c_5  
numpy                     1.24.3           py38h1398885_0  
numpy-base                1.24.3           py38h90707a3_0  
oauthlib                  3.2.2                    pypi_0    pypi
olefile                   0.47               pyhd8ed1ab_0    conda-forge
opencv-python             4.9.0.80                 pypi_0    pypi
openjpeg                  2.3.0                h7a6adac_2  
openssl                   1.1.1w               h1a28f6b_0  
packaging                 23.1             py38hca03da5_0  
parso                     0.8.3              pyhd3eb1b0_0  
pexpect                   4.9.0                    pypi_0    pypi
pickleshare               0.7.5           pyhd3eb1b0_1003  
pillow                    10.2.0                   pypi_0    pypi
pip                       23.3.1           py38hca03da5_0  
platformdirs              3.10.0           py38hca03da5_0  
prompt-toolkit            3.0.43           py38hca03da5_0  
prompt_toolkit            3.0.42               hd8ed1ab_0    conda-forge
protobuf                  4.25.2                   pypi_0    pypi
psutil                    5.9.0            py38h1a28f6b_0  
ptyprocess                0.7.0              pyhd3eb1b0_2  
pure_eval                 0.2.2              pyhd3eb1b0_0  
pyasn1                    0.5.1                    pypi_0    pypi
pyasn1-modules            0.3.0                    pypi_0    pypi
pycparser                 2.21               pyhd3eb1b0_0  
pygments                  2.15.1           py38hca03da5_1  
pyopenssl                 23.2.0           py38hca03da5_0  
pyparsing                 3.1.1                    pypi_0    pypi
pysocks                   1.7.1            py38hca03da5_0  
python                    3.8.13               hbdb9e5c_1  
python-dateutil           2.8.2              pyhd3eb1b0_0  
python_abi                3.8                      2_cp38    conda-forge
pytorch                   2.1.0           gpu_mps_py38h87e4ab7_100  
pytorch-cpu               1.9.0           cpu_py38hd610c6a_2    conda-forge
pywavelets                1.4.1                    pypi_0    pypi
pyyaml                    6.0.1                    pypi_0    pypi
pyzmq                     25.1.2           py38h313beb8_0  
readline                  8.2                  h1a28f6b_0  
requests                  2.31.0           py38hca03da5_0  
requests-oauthlib         1.3.1                    pypi_0    pypi
rsa                       4.9                      pypi_0    pypi
safetensors               0.4.2                    pypi_0    pypi
scikit-image              0.21.0                   pypi_0    pypi
scipy                     1.10.1                   pypi_0    pypi
setuptools                68.2.2           py38hca03da5_0  
six                       1.16.0             pyhd3eb1b0_1  
sleef                     3.5.1                h80987f9_2  
sqlite                    3.41.2               h80987f9_0  
stack-data                0.6.3                    pypi_0    pypi
stack_data                0.2.0              pyhd3eb1b0_0  
sympy                     1.12             py38hca03da5_0  
tensorboard               2.14.0                   pypi_0    pypi
tensorboard-data-server   0.7.2                    pypi_0    pypi
tifffile                  2023.7.10                pypi_0    pypi
timm                      0.9.12                   pypi_0    pypi
tk                        8.6.12               hb8d0fd4_0  
torchvision               0.15.2          cpu_py38h31aa045_0  
tornado                   6.3.3            py38h80987f9_0  
tqdm                      4.66.1                   pypi_0    pypi
traitlets                 5.7.1            py38hca03da5_0  
typing-extensions         4.9.0            py38hca03da5_1  
typing_extensions         4.9.0            py38hca03da5_1  
urllib3                   2.1.0                    pypi_0    pypi
wcwidth                   0.2.5              pyhd3eb1b0_0  
werkzeug                  3.0.1                    pypi_0    pypi
wheel                     0.41.2           py38hca03da5_0  
xz                        5.4.5                h80987f9_0  
zeromq                    4.3.5                h313beb8_0  
zipp                      3.17.0           py38hca03da5_0  
zlib                      1.2.13               h5a0b063_0  
zstd                      1.5.5                hd90d995_0  

Curious if you have seen this before or have any suggestions to debug this? Thank you!

jparismorgan avatar Jan 23 '24 23:01 jparismorgan