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JaidedAI / EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
https://www.jaided.ai
Apache License 2.0
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Jupyter kernel dies every time I try to use easyocr following a youtube tutorial's Kaggle notebook #1083

Open nyck33 opened 1 year ago

nyck33 commented 1 year ago

I was trying locally so just did ! pip install easyocr.

My notebook as a gist: https://gist.github.com/nyck33/9e02014a9b173071ae3dc62fa631454c

The kernel dies every time in the cell that is : results = reader.readtext(handwriting[2])

Just tried again and get

OutOfMemoryError: CUDA out of memory. Tried to allocate 1.17 GiB (GPU 0; 4.00 GiB total capacity; 1.32 GiB already allocated; 0 bytes free; 1.33 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation.  See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF

Mine is a GeForce GTX 1650 on notebook, should have 4GB or the GPU RAM.
Do I really need to dig in and make changes to Pytorch configurations?

conda list shows:

# packages in environment at /home/nobu/miniconda3/envs/kerasocr:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                        main
_openmp_mutex             5.1                       1_gnu
absl-py                   1.4.0                    pypi_0    pypi
anyio                     3.7.1                    pypi_0    pypi
argon2-cffi               21.3.0                   pypi_0    pypi
argon2-cffi-bindings      21.2.0                   pypi_0    pypi
arrow                     1.2.3                    pypi_0    pypi
asttokens                 2.2.1                    pypi_0    pypi
astunparse                1.6.3                    pypi_0    pypi
async-lru                 2.0.3                    pypi_0    pypi
attrs                     23.1.0                   pypi_0    pypi
babel                     2.12.1                   pypi_0    pypi
backcall                  0.2.0                    pypi_0    pypi
beautifulsoup4            4.12.2                   pypi_0    pypi
bleach                    6.0.0                    pypi_0    pypi
ca-certificates           2023.05.30           h06a4308_0
cachetools                5.3.1                    pypi_0    pypi
certifi                   2023.5.7                 pypi_0    pypi
cffi                      1.15.1                   pypi_0    pypi
charset-normalizer        3.2.0                    pypi_0    pypi
cmake                     3.26.4                   pypi_0    pypi
comm                      0.1.3                    pypi_0    pypi
contourpy                 1.1.0                    pypi_0    pypi
cycler                    0.11.0                   pypi_0    pypi
debugpy                   1.6.7                    pypi_0    pypi
decorator                 5.1.1                    pypi_0    pypi
defusedxml                0.7.1                    pypi_0    pypi
easyocr                   1.7.0                    pypi_0    pypi
editdistance              0.6.2                    pypi_0    pypi
efficientnet              1.0.0                    pypi_0    pypi
essential-generators      1.0                      pypi_0    pypi
exceptiongroup            1.1.2                    pypi_0    pypi
executing                 1.2.0                    pypi_0    pypi
fastjsonschema            2.17.1                   pypi_0    pypi
filelock                  3.12.2                   pypi_0    pypi
flatbuffers               23.5.26                  pypi_0    pypi
fonttools                 4.41.0                   pypi_0    pypi
fqdn                      1.5.1                    pypi_0    pypi
gast                      0.4.0                    pypi_0    pypi
google-auth               2.22.0                   pypi_0    pypi
google-auth-oauthlib      1.0.0                    pypi_0    pypi
google-pasta              0.2.0                    pypi_0    pypi
grpcio                    1.56.0                   pypi_0    pypi
h5py                      3.9.0                    pypi_0    pypi
idna                      3.4                      pypi_0    pypi
imageio                   2.31.1                   pypi_0    pypi
imgaug                    0.4.0                    pypi_0    pypi
importlib-metadata        6.8.0                    pypi_0    pypi
importlib-resources       6.0.0                    pypi_0    pypi
ipykernel                 6.24.0                   pypi_0    pypi
ipython                   8.12.2                   pypi_0    pypi
isoduration               20.11.0                  pypi_0    pypi
jedi                      0.18.2                   pypi_0    pypi
jinja2                    3.1.2                    pypi_0    pypi
json5                     0.9.14                   pypi_0    pypi
jsonpointer               2.4                      pypi_0    pypi
jsonschema                4.18.3                   pypi_0    pypi
jsonschema-specifications 2023.6.1                 pypi_0    pypi
jupyter-client            8.3.0                    pypi_0    pypi
jupyter-core              5.3.1                    pypi_0    pypi
jupyter-events            0.6.3                    pypi_0    pypi
jupyter-lsp               2.2.0                    pypi_0    pypi
jupyter-server            2.7.0                    pypi_0    pypi
jupyter-server-terminals  0.4.4                    pypi_0    pypi
jupyterlab                4.0.3                    pypi_0    pypi
jupyterlab-pygments       0.2.2                    pypi_0    pypi
jupyterlab-server         2.23.0                   pypi_0    pypi
keras                     2.13.1                   pypi_0    pypi
keras-applications        1.0.8                    pypi_0    pypi
keras-ocr                 0.9.2                    pypi_0    pypi
kiwisolver                1.4.4                    pypi_0    pypi
lazy-loader               0.3                      pypi_0    pypi
ld_impl_linux-64          2.38                 h1181459_1
libclang                  16.0.0                   pypi_0    pypi
libffi                    3.4.4                h6a678d5_0
libgcc-ng                 11.2.0               h1234567_1
libgomp                   11.2.0               h1234567_1
libstdcxx-ng              11.2.0               h1234567_1
lit                       16.0.6                   pypi_0    pypi
markdown                  3.4.3                    pypi_0    pypi
markupsafe                2.1.3                    pypi_0    pypi
matplotlib                3.7.2                    pypi_0    pypi
matplotlib-inline         0.1.6                    pypi_0    pypi
mistune                   3.0.1                    pypi_0    pypi
mpmath                    1.3.0                    pypi_0    pypi
nbclient                  0.8.0                    pypi_0    pypi
nbconvert                 7.6.0                    pypi_0    pypi
nbformat                  5.9.1                    pypi_0    pypi
ncurses                   6.4                  h6a678d5_0
nest-asyncio              1.5.6                    pypi_0    pypi
networkx                  3.1                      pypi_0    pypi
ninja                     1.11.1                   pypi_0    pypi
notebook-shim             0.2.3                    pypi_0    pypi
numpy                     1.24.3                   pypi_0    pypi
nvidia-cublas-cu11        11.10.3.66               pypi_0    pypi
nvidia-cuda-cupti-cu11    11.7.101                 pypi_0    pypi
nvidia-cuda-nvrtc-cu11    11.7.99                  pypi_0    pypi
nvidia-cuda-runtime-cu11  11.7.99                  pypi_0    pypi
nvidia-cudnn-cu11         8.5.0.96                 pypi_0    pypi
nvidia-cufft-cu11         10.9.0.58                pypi_0    pypi
nvidia-curand-cu11        10.2.10.91               pypi_0    pypi
nvidia-cusolver-cu11      11.4.0.1                 pypi_0    pypi
nvidia-cusparse-cu11      11.7.4.91                pypi_0    pypi
nvidia-nccl-cu11          2.14.3                   pypi_0    pypi
nvidia-nvtx-cu11          11.7.91                  pypi_0    pypi
oauthlib                  3.2.2                    pypi_0    pypi
opencv-python             4.8.0.74                 pypi_0    pypi
opencv-python-headless    4.8.0.74                 pypi_0    pypi
openssl                   3.0.9                h7f8727e_0
opt-einsum                3.3.0                    pypi_0    pypi
overrides                 7.3.1                    pypi_0    pypi
packaging                 23.1                     pypi_0    pypi
pandas                    2.0.3                    pypi_0    pypi
pandocfilters             1.5.0                    pypi_0    pypi
parso                     0.8.3                    pypi_0    pypi
pexpect                   4.8.0                    pypi_0    pypi
pickleshare               0.7.5                    pypi_0    pypi
pillow                    10.0.0                   pypi_0    pypi
pip                       23.1.2           py38h06a4308_0
pkgutil-resolve-name      1.3.10                   pypi_0    pypi
platformdirs              3.8.1                    pypi_0    pypi
prometheus-client         0.17.1                   pypi_0    pypi
prompt-toolkit            3.0.39                   pypi_0    pypi
protobuf                  4.23.4                   pypi_0    pypi
psutil                    5.9.5                    pypi_0    pypi
ptyprocess                0.7.0                    pypi_0    pypi
pure-eval                 0.2.2                    pypi_0    pypi
pyasn1                    0.5.0                    pypi_0    pypi
pyasn1-modules            0.3.0                    pypi_0    pypi
pyclipper                 1.3.0.post4              pypi_0    pypi
pycparser                 2.21                     pypi_0    pypi
pygments                  2.15.1                   pypi_0    pypi
pyparsing                 3.0.9                    pypi_0    pypi
pytesseract               0.3.10                   pypi_0    pypi
python                    3.8.17               h955ad1f_0
python-bidi               0.4.2                    pypi_0    pypi
python-dateutil           2.8.2                    pypi_0    pypi
python-json-logger        2.0.7                    pypi_0    pypi
pytz                      2023.3                   pypi_0    pypi
pywavelets                1.4.1                    pypi_0    pypi
pyyaml                    6.0                      pypi_0    pypi
pyzmq                     25.1.0                   pypi_0    pypi
readline                  8.2                  h5eee18b_0
referencing               0.29.1                   pypi_0    pypi
requests                  2.31.0                   pypi_0    pypi
requests-oauthlib         1.3.1                    pypi_0    pypi
rfc3339-validator         0.1.4                    pypi_0    pypi
rfc3986-validator         0.1.1                    pypi_0    pypi
rpds-py                   0.8.10                   pypi_0    pypi
rsa                       4.9                      pypi_0    pypi
scikit-image              0.21.0                   pypi_0    pypi
scipy                     1.10.1                   pypi_0    pypi
send2trash                1.8.2                    pypi_0    pypi
setuptools                67.8.0           py38h06a4308_0
shapely                   2.0.1                    pypi_0    pypi
six                       1.16.0                   pypi_0    pypi
sniffio                   1.3.0                    pypi_0    pypi
soupsieve                 2.4.1                    pypi_0    pypi
sqlite                    3.41.2               h5eee18b_0
stack-data                0.6.2                    pypi_0    pypi
sympy                     1.12                     pypi_0    pypi
tensorboard               2.13.0                   pypi_0    pypi
tensorboard-data-server   0.7.1                    pypi_0    pypi
tensorflow                2.13.0                   pypi_0    pypi
tensorflow-estimator      2.13.0                   pypi_0    pypi
tensorflow-io-gcs-filesystem 0.32.0                   pypi_0    pypi
termcolor                 2.3.0                    pypi_0    pypi
terminado                 0.17.1                   pypi_0    pypi
tifffile                  2023.7.10                pypi_0    pypi
tinycss2                  1.2.1                    pypi_0    pypi
tk                        8.6.12               h1ccaba5_0
tomli                     2.0.1                    pypi_0    pypi
torch                     2.0.1                    pypi_0    pypi
torchvision               0.15.2                   pypi_0    pypi
tornado                   6.3.2                    pypi_0    pypi
tqdm                      4.65.0                   pypi_0    pypi
traitlets                 5.9.0                    pypi_0    pypi
triton                    2.0.0                    pypi_0    pypi
typing-extensions         4.5.0                    pypi_0    pypi
tzdata                    2023.3                   pypi_0    pypi
uri-template              1.3.0                    pypi_0    pypi
urllib3                   1.26.16                  pypi_0    pypi
validators                0.20.0                   pypi_0    pypi
wcwidth                   0.2.6                    pypi_0    pypi
webcolors                 1.13                     pypi_0    pypi
webencodings              0.5.1                    pypi_0    pypi
websocket-client          1.6.1                    pypi_0    pypi
werkzeug                  2.3.6                    pypi_0    pypi
wheel                     0.38.4           py38h06a4308_0
wrapt                     1.15.0                   pypi_0    pypi
xz                        5.4.2                h5eee18b_0
zipp                      3.16.2                   pypi_0    pypi
zlib                      1.2.13               h5eee18b_0
nyck33 commented 1 year ago

again

image

I downgraded PIllow to 9.5.0 to get passed the other error.